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ORCIDIEEE Transactions on Medical Imaging, Volume 39
Volume 39, Number 1, January 2020
- Aryan Mobiny
, Hengyang Lu, Hien Van Nguyen, Badrinath Roysam, Navin Varadarajan:
Automated Classification of Apoptosis in Phase Contrast Microscopy Using Capsule Network. 1-10 - Yu-Jung Tsai, Georg Schramm, Sangtae Ahn, Alexandre Bousse, Simon R. Arridge, Johan Nuyts, Brian F. Hutton, Charles W. Stearns, Kris Thielemans:
Benefits of Using a Spatially-Variant Penalty Strength With Anatomical Priors in PET Reconstruction. 11-22 - Mansu Kim, Ji Hye Won, Jinyoung Youn, Hyunjin Park:
Joint-Connectivity-Based Sparse Canonical Correlation Analysis of Imaging Genetics for Detecting Biomarkers of Parkinson's Disease. 23-34 - Mikael A. K. Juntunen, Satu I. Inkinen, Juuso H. Ketola, Antti Kotiaho, Matti Kauppinen, Alexander Winkler, Miika T. Nieminen:
Framework for Photon Counting Quantitative Material Decomposition. 35-47 - Naomi Shamul, Leo Joskowicz:
Automatic Change Detection in Sparse Repeat CT Scanning. 48-61 - Mahdi S. Hosseini, Jasper A. Z. Brawley-Hayes, Yueyang Zhang, Lyndon Chan, Konstantinos N. Plataniotis, Savvas Damaskinos:
Focus Quality Assessment of High-Throughput Whole Slide Imaging in Digital Pathology. 62-74 - Alexandre Bousse, Matias Courdurier, Élise Émond, Kris Thielemans, Brian F. Hutton, Pablo Irarrazaval, Dimitris Visvikis:
PET Reconstruction With Non-Negativity Constraint in Projection Space: Optimization Through Hypo-Convergence. 75-86 - Philipp Seeböck, José Ignacio Orlando, Thomas Schlegl, Sebastian M. Waldstein, Hrvoje Bogunovic, Sophie Klimscha, Georg Langs, Ursula Schmidt-Erfurth:
Exploiting Epistemic Uncertainty of Anatomy Segmentation for Anomaly Detection in Retinal OCT. 87-98 - Wei Shao, Kun Huang, Zhi Han, Jun Cheng, Liang Cheng, Tongxin Wang, Liang Sun, Zixiao Lu, Jie Zhang, Daoqiang Zhang:
Integrative Analysis of Pathological Images and Multi-Dimensional Genomic Data for Early-Stage Cancer Prognosis. 99-110 - Mónica Abella, Cristóbal Martinez, Manuel Desco, Juan José Vaquero, Jeffrey A. Fessler:
Simplified Statistical Image Reconstruction for X-ray CT With Beam-Hardening Artifact Compensation. 111-118 - Luyao Shi, Yihuan Lu, Jing Wu, Jean-Dominique Gallezot, Nabil Boutagy, Stephanie Thorn, Albert J. Sinusas, Richard E. Carson, Chi Liu:
Direct List Mode Parametric Reconstruction for Dynamic Cardiac SPECT. 119-128 - Yoeri E. Boink, Srirang Manohar, Christoph Brune:
A Partially-Learned Algorithm for Joint Photo-acoustic Reconstruction and Segmentation. 129-139 - Bo Ma, Hancong Xu, Mirjam Lenz, Uwe Pietrzyk, Nadim Joni Shah, Michaela Gaens, Liliana Caldeira, Julien Bert, Philipp Lohmann, Lutz Tellmann, Christoph W. Lerche, Jürgen Scheins, Elena Rota Kops:
Scatter Correction Based on GPU-Accelerated Full Monte Carlo Simulation for Brain PET/MRI. 140-151 - Michele Scipioni, Stefano Pedemonte, Maria Filomena Santarelli, Luigi Landini:
Probabilistic Graphical Models for Dynamic PET: A Novel Approach to Direct Parametric Map Estimation and Image Reconstruction. 152-160 - Roman Schaffert, Jian Wang, Peter Fischer, Andreas Maier, Anja Borsdorf:
Robust Multi-View 2-D/3-D Registration Using Point-To-Plane Correspondence Model. 161-174 - Lei Guo, Mingyan Li, Phong Nguyen, Feng Liu, Stuart Crozier:
Integral MR-EPT With the Calculation of Coil Current Distributions. 175-187 - Chenyu You, Wenxiang Cong, Michael W. Vannier, Punam K. Saha, Eric A. Hoffman, Ge Wang, Guang Li, Yi Zhang, Xiaoliu Zhang, Hongming Shan, Mengzhou Li, Shenghong Ju, Zhen Zhao, Zhuiyang Zhang:
CT Super-Resolution GAN Constrained by the Identical, Residual, and Cycle Learning Ensemble (GAN-CIRCLE). 188-203 - Ashnil Kumar, Michael J. Fulham, Dagan Feng, Jinman Kim:
Co-Learning Feature Fusion Maps From PET-CT Images of Lung Cancer. 204-217 - Michael Eder, Andreas Horneff, Jan Paul, Alexander Storm, Arthur Wunderlich, Erich Hell, Johannes Ulrici, Jens Anders, Volker Rasche:
A Signal Acquisition Setup for Ultrashort Echo Time Imaging Operating in Parallel on Unmodified Clinical MRI Scanners Achieving an Acquisition Delay of 3µs. 218-225 - Matthias N. van Oosterom, Henk G. van der Poel, Fijs W. B. van Leeuwen, Philippa Meershoek, Mick M. Welling, Francisco Pinto, Philipp Matthies, Hervé Simon, Thomas Wendler, Nassir Navab, Cornelis J. H. van de Velde:
Extending the Hybrid Surgical Guidance Concept With Freehand Fluorescence Tomography. 226-235 - Maziyar M. Khansari, Jiong Zhang, Yuchuan Qiao, Jin-Kyu Gahm, Mona Sharifi Sarabi, Amir H. Kashani, Yonggang Shi:
Automated Deformation-Based Analysis of 3D Optical Coherence Tomography in Diabetic Retinopathy. 236-245 - Shaojie Chang, Mengfei Li, Hengyong Yu, Xi Chen, Shiwo Deng, Peng Zhang, Xuanqin Mou:
Spectrum Estimation-Guided Iterative Reconstruction Algorithm for Dual Energy CT. 246-258 - Iason Zacharias Apostolakis, Grigorios Marios Karageorgos, Pierre Nauleau, Sacha D. Nandlall, Elisa E. Konofagou:
Adaptive Pulse Wave Imaging: Automated Spatial Vessel Wall Inhomogeneity Detection in Phantoms and in-Vivo. 259-269
Volume 39, Number 2, February 2020
- Christian Wachinger, Matthew Toews, Georg Langs, William M. Wells III, Polina Golland:
Keypoint Transfer for Fast Whole-Body Segmentation. 273-282 - Hoonjae Lee, Julius Juhyun Chung, Joonyeol Lee, Seong-Gi Kim, Jae-Ho Han, Jaeseok Park:
Model-Based Chemical Exchange Saturation Transfer MRI for Robust z-Spectrum Analysis. 283-293 - Blake Schultze, Yair Censor, Paniz Karbasi, Keith E. Schubert, Reinhard W. Schulte:
An Improved Method of Total Variation Superiorization Applied to Reconstruction in Proton Computed Tomography. 294-307 - Georgius A. M. Arkesteijn, Dirk H. J. Poot, Mohammad Arfan Ikram, Wiro J. Niessen, Lucas J. van Vliet, Meike W. Vernooij, Frans M. Vos:
Orientation Prior and Consistent Model Selection Increase Sensitivity of Tract-Based Spatial Statistics in Crossing-Fiber Regions. 308-319 - Daniele Mammoli, Lucas Carvajal, James B. Slater, Robert Bok, Jason C. Crane, Duan Xu, Susan M. Chang, Daniel B. Vigneron, Jeremy W. Gordon, Adam Autry, Peder E. Z. Larson, Yan Li, Hsin-Yu Chen, Brian T. Chung, Peter Shin, Mark Van Criekinge:
Kinetic Modeling of Hyperpolarized Carbon-13 Pyruvate Metabolism in the Human Brain. 320-327 - Ranyang Li, Junjun Pan, Yaqing Si, Bin Yan, Yong Hu, Hong Qin:
Specular Reflections Removal for Endoscopic Image Sequences With Adaptive-RPCA Decomposition. 328-340 - Yitian Zhao, Yonghuai Liu, Jianyang Xie, Huaizhong Zhang, Yalin Zheng, Yifan Zhao, Hong Qi, Yangchun Zhao, Pan Su, Jiang Liu:
Retinal Vascular Network Topology Reconstruction and Artery/Vein Classification via Dominant Set Clustering. 341-356 - Aiying Zhang, Biao Cai, Wenxing Hu, Bochao Jia, Faming Liang, Tony W. Wilson, Julia M. Stephen, Vince D. Calhoun, Yu-Ping Wang:
Joint Bayesian-Incorporating Estimation of Multiple Gaussian Graphical Models to Study Brain Connectivity Development in Adolescence. 357-365 - Ivan S. Klyuzhin, Ju-Chieh Cheng, Connor Bevington, Vesna Sossi:
Use of a Tracer-Specific Deep Artificial Neural Net to Denoise Dynamic PET Images. 366-376 - Yoseob Han, Leonard Sunwoo, Jong Chul Ye:
k-Space Deep Learning for Accelerated MRI. 377-386 - Yizhi Chen, Yunhe Gao, Kang Li, Liang Zhao, Jun Zhao:
Vertebrae Identification and Localization Utilizing Fully Convolutional Networks and a Hidden Markov Model. 387-399 - Haoyin Zhou, Jayender Jagadeesan:
Real-Time Dense Reconstruction of Tissue Surface From Stereo Optical Video. 400-412 - Liu Li, Mai Xu, Hanruo Liu, Yang Li, Xiaofei Wang, Lai Jiang, Zulin Wang, Xiang Fan, Ningli Wang:
A Large-Scale Database and a CNN Model for Attention-Based Glaucoma Detection. 413-424 - Qiufu Li, Linlin Shen:
3D Neuron Reconstruction in Tangled Neuronal Image With Deep Networks. 425-435 - Yue Zhou, Guoqi Li, Huiqi Li:
Automatic Cataract Classification Using Deep Neural Network With Discrete State Transition. 436-446 - Haozhe Jia, Yong Xia, Yang Song, Donghao Zhang, Heng Huang, Yanning Zhang, Weidong Cai:
3D APA-Net: 3D Adversarial Pyramid Anisotropic Convolutional Network for Prostate Segmentation in MR Images. 447-457 - Suhanyaa Nitkunanantharajah, Guillaume Zahnd, Malini Olivo, Nassir Navab, Pouyan Mohajerani, Vasilis Ntziachristos:
Skin Surface Detection in 3D Optoacoustic Mesoscopy Based on Dynamic Programming. 458-467 - Mucong Li, Junjie Yao, Bangxin Lan, Georgii Sankin, Yuan Zhou, Wei Liu, Jun Xia, Depeng Wang, Gregg E. Trahey, Pei Zhong:
Simultaneous Photoacoustic Imaging and Cavitation Mapping in Shockwave Lithotripsy. 468-477 - Tae-Eui Kam, Han Zhang, Zhicheng Jiao, Dinggang Shen:
Deep Learning of Static and Dynamic Brain Functional Networks for Early MCI Detection. 478-487 - Gemeng Zhang, Biao Cai, Aiying Zhang, Julia M. Stephen, Tony W. Wilson, Vince D. Calhoun, Yu-Ping Wang:
Estimating Dynamic Functional Brain Connectivity With a Sparse Hidden Markov Model. 488-498 - Davood Karimi, Septimiu E. Salcudean:
Reducing the Hausdorff Distance in Medical Image Segmentation With Convolutional Neural Networks. 499-513 - Lingxi Xie, Qihang Yu, Yuyin Zhou, Yan Wang, Elliot K. Fishman, Alan L. Yuille:
Recurrent Saliency Transformation Network for Tiny Target Segmentation in Abdominal CT Scans. 514-525 - Seongmoon Jung, Taeyun Kim, Wooseung Lee, Hyejin Kim, Hyun Suk Kim, Hyung Jun Im, Sung-Joon Ye:
Dynamic In Vivo X-ray Fluorescence Imaging of Gold in Living Mice Exposed to Gold Nanoparticles. 526-533 - Mira Valkonen, Jorma Isola, Onni Ylinen, Ville Muhonen, Anna Saxlin, Teemu Tolonen, Matti Nykter, Pekka Ruusuvuori:
Cytokeratin-Supervised Deep Learning for Automatic Recognition of Epithelial Cells in Breast Cancers Stained for ER, PR, and Ki-67. 534-542 - Zhenghan Fang, Yong Chen, Mingxia Liu, Lei Xiang, Qian Zhang, Qian Wang, Weili Lin, Dinggang Shen:
Erratum to "Deep Learning for Fast and Spatially Constrained Tissue Quantification From Highly Accelerated Data in Magnetic Resonance Fingerprinting". 543 - Mats Persson, Hans Bornefalk:
Erratum for "A Framework for Evaluating Threshold Variation Compensation Methods in Photon Counting Spectral CT". 544
Volume 39, Number 3, March 2020
- Fan Lam, Yahang Li, Xi Peng:
Constrained Magnetic Resonance Spectroscopic Imaging by Learning Nonlinear Low-Dimensional Models. 545-555 - Siddharth Kannan, Gaurav Yengera, Didier Mutter, Jacques Marescaux, Nicolas Padoy:
Future-State Predicting LSTM for Early Surgery Type Recognition. 556-566 - Chang Cai, Mithun Diwakar, Dan Chen, Kensuke Sekihara, Srikantan S. Nagarajan:
Robust Empirical Bayesian Reconstruction of Distributed Sources for Electromagnetic Brain Imaging. 567-577 - Korbinian Mechlem, Thorsten Sellerer, Manuel Viermetz, Julia Herzen, Franz Pfeiffer:
Spectral Differential Phase Contrast X-Ray Radiography. 578-587 - Hui Wang, Ke Nie, Yu Kuang:
An On-Board Spectral-CT/CBCT/SPECT Imaging Configuration for Small-Animal Radiation Therapy Platform: A Monte Carlo Study. 588-600 - David Hunt, Manjiri Dighe, Chris Gatenby, Colin Studholme:
Automatic, Age Consistent Reconstruction of the Corpus Callosum Guided by Coherency From In Utero Diffusion-Weighted MRI. 601-610 - Mengyu Dai, Zhengwu Zhang, Anuj Srivastava:
Analyzing Dynamical Brain Functional Connectivity as Trajectories on Space of Covariance Matrices. 611-620 - Pingfan Song, Lior Weizman, João F. C. Mota, Yonina C. Eldar, Miguel R. D. Rodrigues:
Coupled Dictionary Learning for Multi-Contrast MRI Reconstruction. 621-633 - Haofu Liao, Wei-An Lin, S. Kevin Zhou, Jiebo Luo:
ADN: Artifact Disentanglement Network for Unsupervised Metal Artifact Reduction. 634-643 - Mingliang Wang, Daoqiang Zhang, Jiashuang Huang, Pew-Thian Yap, Dinggang Shen, Mingxia Liu:
Identifying Autism Spectrum Disorder With Multi-Site fMRI via Low-Rank Domain Adaptation. 644-655 - Ilya A. Verzhbinsky, Luigi E. Perotti, Kévin Moulin, Tyler E. Cork, Michael Loecher, Daniel B. Ennis:
Estimating Aggregate Cardiomyocyte Strain Using In Vivo Diffusion and Displacement Encoded MRI. 656-667 - Lipeng Ning, Borjan A. Gagoski, Filip Szczepankiewicz, Carl-Fredrik Westin, Yogesh Rathi:
Joint RElaxation-Diffusion Imaging Moments to Probe Neurite Microstructure. 668-677 - Scott S. Hsieh:
Coincidence Counters for Charge Sharing Compensation in Spectroscopic Photon Counting Detectors. 678-687 - Gaurav N. Shetty, Konstantinos Slavakis, Abhishek Bose, Ukash Nakarmi, Gesualdo Scutari, Leslie Ying:
Bi-Linear Modeling of Data Manifolds for Dynamic-MRI Recovery. 688-702 - Andreas Kofler, Marc Dewey, Tobias Schaeffter, Christian Wald, Christoph Kolbitsch:
Spatio-Temporal Deep Learning-Based Undersampling Artefact Reduction for 2D Radial Cine MRI With Limited Training Data. 703-717 - Lihao Liu, Qi Dou, Hao Chen, Jing Qin, Pheng-Ann Heng:
Multi-Task Deep Model With Margin Ranking Loss for Lung Nodule Analysis. 718-728 - Siqi Ye, Saiprasad Ravishankar, Yong Long, Jeffrey A. Fessler:
SPULTRA: Low-Dose CT Image Reconstruction With Joint Statistical and Learned Image Models. 729-741 - Suhyung Park, Liyong Chen, Jennifer D. Townsend, Hyunyeol Lee, David A. Feinberg:
Simultaneous Multi-VENC and Simultaneous Multi-Slice Phase Contrast Magnetic Resonance Imaging. 742-752 - Qikui Zhu, Bo Du, Pingkun Yan:
Boundary-Weighted Domain Adaptive Neural Network for Prostate MR Image Segmentation. 753-763 - Xi Tao, Hua Zhang, Yongbo Wang, Gang Yan, Dong Zeng, Wufan Chen, Jianhua Ma:
VVBP-Tensor in the FBP Algorithm: Its Properties and Application in Low-Dose CT Reconstruction. 764-776 - Yiming Xiao, Andreas Maier, Wolfgang Wein, Roozbeh Shams, Samuel Kadoury, David Drobny, Marc Modat, Ingerid Reinertsen, Hassan Rivaz, Matthieu Chabanas, Maryse Fortin, Inês Machado, Yangming Ou, Mattias P. Heinrich, Julia A. Schnabel, Xia Zhong:
Evaluation of MRI to Ultrasound Registration Methods for Brain Shift Correction: The CuRIOUS2018 Challenge. 777-786 - Xu Chen, James J. Xia, Dinggang Shen, Chunfeng Lian, Li Wang, Hannah H. Deng, Steve H. Fung, Dong Nie, Kim-Han Thung, Pew-Thian Yap, Jaime Gateno:
One-Shot Generative Adversarial Learning for MRI Segmentation of Craniomaxillofacial Bony Structures. 787-796 - Sunyi Zheng, Jiapan Guo, Xiaonan Cui, Raymond N. J. Veldhuis, Matthijs Oudkerk, Peter M. A. van Ooijen:
Automatic Pulmonary Nodule Detection in CT Scans Using Convolutional Neural Networks Based on Maximum Intensity Projection. 797-805 - Bertram J. Wilm, Benjamin E. Dietrich, Jonas Reber, S. Johanna Vannesjo, Klaas P. Pruessmann:
Gradient Response Harvesting for Continuous System Characterization During MR Sequences. 806-815
Volume 39, Number 4, April 2020
- Pengjiang Qian, Yangyang Chen, Jung-Wen Kuo, Yu-Dong Zhang, Yizhang Jiang, Kaifa Zhao, Rose Al Helo, Harry Friel, Atallah Baydoun, Feifei Zhou, Jin Uk Heo, Norbert Avril, Karin Herrmann, Rodney J. Ellis, Bryan J. Traughber, Robert S. Jones, Shitong Wang, Kuan-Hao Su, Raymond F. Muzic Jr.:
mDixon-Based Synthetic CT Generation for PET Attenuation Correction on Abdomen and Pelvis Jointly Using Transfer Fuzzy Clustering and Active Learning-Based Classification. 819-832 - Scott D. Metzler, Stephen C. Moore:
Analytic Determination of Rectangular-Pinhole Sensitivity With Penetration. 833-843 - Li-Dan Kuang, Qiu-Hua Lin, Xiao-Feng Gong, Fengyu Cong, Yu-Ping Wang, Vince D. Calhoun:
Shift-Invariant Canonical Polyadic Decomposition of Complex-Valued Multi-Subject fMRI Data With a Phase Sparsity Constraint. 844-853 - Ruwan B. Tennakoon, Gerda Bortsova, Silas Nyboe Ørting, Amirali K. Gostar, Mathilde M. W. Wille, Zaigham Saghir, Reza Hoseinnezhad, Marleen de Bruijne, Alireza Bab-Hadiashar:
Classification of Volumetric Images Using Multi-Instance Learning and Extreme Value Theorem. 854-865 - Yi Wang, Na Wang, Min Xu, Junxiong Yu, Chenchen Qin, Xiao Luo, Xin Yang, Tianfu Wang, Anhua Li, Dong Ni:
Deeply-Supervised Networks With Threshold Loss for Cancer Detection in Automated Breast Ultrasound. 866-876 - Jaejun Yoo, Sohail Sabir, Duchang Heo, Kee Hyun Kim, Abdul Wahab, Yoonseok Choi, Seul-I Lee, Eun Young Chae, Hak Hee Kim, Young Min Bae, Young-Wook Choi, Seungryong Cho, Jong Chul Ye:
Deep Learning Diffuse Optical Tomography. 877-887 - Kostiantyn Maksymenko, Maureen Clerc, Théodore Papadopoulo:
Fast Approximation of EEG Forward Problem and Application to Tissue Conductivity Estimation. 888-897 - Liyan Sun, Wenao Ma, Xinghao Ding, Yue Huang, Dong Liang, John W. Paisley:
A 3D Spatially Weighted Network for Segmentation of Brain Tissue From MRI. 898-909 - Peng Xue, Enqing Dong, Huizhong Ji:
Lung 4D CT Image Registration Based on High-Order Markov Random Field. 910-921 - Simone Colombo, Victor Lebedev, Alexey Tonyushkin, Simone Pengue, Antoine Weis:
Imaging Magnetic Nanoparticle Distributions by Atomic Magnetometry-Based Susceptometry. 922-933 - Daniel Oloumi, Robert S. C. Winter, Atefeh Kordzadeh, Pierre Boulanger, Karumudi Rambabu:
Microwave Imaging of Breast Tumor Using Time-Domain UWB Circular-SAR Technique. 934-943 - Banghe Zhu, Sunkuk Kwon, John C. Rasmussen, Maritoni Litorja, Eva M. Sevick-Muraca:
Comparison of NIR Versus SWIR Fluorescence Image Device Performance Using Working Standards Calibrated With SI Units. 944-951 - Ahmadreza Rezaei, Georg Schramm, Koen Van Laere, Johan Nuyts:
Estimation of Crystal Timing Properties and Efficiencies for the Improvement of (Joint) Maximum-Likelihood Reconstructions in TOF-PET. 952-963 - Jian Huang, Tian Mou, Kevin O'Regan, Finbarr O'Sullivan:
Spatial Auto-Regressive Analysis of Correlation in 3-D PET With Application to Model-Based Simulation of Data. 964-974 - Jin Woo Baik, Jin Young Kim, Seonghee Cho, Seongwook Choi, Jongbeom Kim, Chulhong Kim:
Super Wide-Field Photoacoustic Microscopy of Animals and Humans In Vivo. 975-984 - Sil C. van de Leemput, Mathias Prokop, Bram van Ginneken, Rashindra Manniesing:
Stacked Bidirectional Convolutional LSTMs for Deriving 3D Non-Contrast CT From Spatiotemporal 4D CT. 985-996 - Jonas Reber, Josip Marjanovic, David O. Brunner, Andreas Port, Thomas Schmid, Benjamin E. Dietrich, Urs Moser, Christoph Barmet, Klaas P. Pruessmann:
An In-Bore Receiver for Magnetic Resonance Imaging. 997-1007 - Volkert Roeloffs, Martin Uecker, Jens Frahm:
Joint T1 and T2 Mapping With Tiny Dictionaries and Subspace-Constrained Reconstruction. 1008-1014 - Michelle Graham, Fabrizio Assis, Derek Allman, Alycen Wiacek, Eduardo A. Gonzalez, Mardava Gubbi, Jinxin Dong, Huayu Hou, Sarah Beck, Jonathan Chrispin, Muyinatu A. Lediju Bell:
In Vivo Demonstration of Photoacoustic Image Guidance and Robotic Visual Servoing for Cardiac Catheter-Based Interventions. 1015-1029 - Yuta Hiasa, Yoshito Otake, Masaki Takao, Takeshi Ogawa, Nobuhiko Sugano, Yoshinobu Sato:
Automated Muscle Segmentation from Clinical CT Using Bayesian U-Net for Personalized Musculoskeletal Modeling. 1030-1040 - Haoran Jin, Ruochong Zhang, Siyu Liu, Yuanjin Zheng:
Rapid Three-Dimensional Photoacoustic Imaging Reconstruction for Irregularly Layered Heterogeneous Media. 1041-1050 - Oren Solomon, Regev Cohen, Yi Zhang, Yi Yang, Qiong He, Jianwen Luo, Ruud J. G. van Sloun, Yonina C. Eldar:
Deep Unfolded Robust PCA With Application to Clutter Suppression in Ultrasound. 1051-1063 - Allister Mason, James Rioux, Sharon E. Clarke, Andreu Costa, Matthias Schmidt, Valerie Keough, Thien Huynh, Steven D. Beyea:
Comparison of Objective Image Quality Metrics to Expert Radiologists' Scoring of Diagnostic Quality of MR Images. 1064-1072 - Md Ashikuzzaman, Clyde J. Belasso, Md. Golam Kibria, Andreas Bergdahl, Claudine Joëlle Gauthier, Hassan Rivaz:
Low Rank and Sparse Decomposition of Ultrasound Color Flow Images for Suppressing Clutter in Real-Time. 1073-1084 - Ismail Issa, Kenneth Lee Ford, Madhwesha Rao, Jim M. Wild:
A Magnetic Resonance Imaging Surface Coil Transceiver Employing a Metasurface for 1.5T Applications. 1085-1093 - Younes Farouj, Fikret Isik Karahanoglu, Dimitri Van De Ville:
Deconvolution of Sustained Neural Activity From Large-Scale Calcium Imaging Data. 1094-1103 - Maria Deprez, Anthony Price, Daan Christiaens, Georgia Lockwood Estrin, Lucilio Cordero-Grande, Jana Hutter, Alessandro Daducci, Jacques-Donald Tournier, Mary A. Rutherford, Serena J. Counsell, Meritxell Bach Cuadra, Joseph V. Hajnal:
Higher Order Spherical Harmonics Reconstruction of Fetal Diffusion MRI With Intensity Correction. 1104-1113 - Ling Zhang, Le Lu, Xiaosong Wang, Robert Zhu, Mohammadhadi Bagheri, Ronald M. Summers, Jianhua Yao:
Spatio-Temporal Convolutional LSTMs for Tumor Growth Prediction by Learning 4D Longitudinal Patient Data. 1114-1126 - Nathan O. Loewke, Zhen Qiu, Michael J. Mandella, Robert E. Frederking, Adrienne Loewke, Lisa A. Gunaydin, Eben L. Rosenthal, Christopher H. Contag, Olav Solgaard:
Software-Based Phase Control, Video-Rate Imaging, and Real-Time Mosaicing With a Lissajous-Scanned Confocal Microscope. 1127-1137 - Josip Marjanovic, Jonas Reber, David O. Brunner, Maria Engel, Lars Kasper, Benjamin E. Dietrich, Laetitia Vionnet, Klaas P. Pruessmann:
A Reconfigurable Platform for Magnetic Resonance Data Acquisition and Processing. 1138-1148 - Tianyang Zhang, Jun Cheng, Huazhu Fu, Zaiwang Gu, Yuting Xiao, Kang Zhou, Shenghua Gao, Rui Zheng, Jiang Liu:
Noise Adaptation Generative Adversarial Network for Medical Image Analysis. 1149-1159 - Nikolaus Knauer, Xosé-Luís Dean-Ben, Daniel Razansky:
Spatial Compounding of Volumetric Data Enables Freehand Optoacoustic Angiography of Large-Scale Vascular Networks. 1160-1169 - Anmol Sharma, Ghassan Hamarneh:
Missing MRI Pulse Sequence Synthesis Using Multi-Modal Generative Adversarial Network. 1170-1183 - Nan Wu, Jason Phang, Jungkyu Park, Yiqiu Shen, Zhe Huang, Masha Zorin, Stanislaw Jastrzebski, Thibault Févry, Joe Katsnelson, Eric Kim, Stacey Wolfson, Ujas Parikh, Sushma Gaddam, Leng Leng Young Lin, Kara Ho, Joshua D. Weinstein, Beatriu Reig, Yiming Gao, Hildegard Toth, Kristine Pysarenko, Alana Lewin, Jiyon Lee, Krystal Airola, Eralda Mema, Stephanie Chung, Esther Hwang, Naziya Samreen, Sungheon Gene Kim, Laura Heacock, Linda Moy, Kyunghyun Cho, Krzysztof J. Geras:
Deep Neural Networks Improve Radiologists' Performance in Breast Cancer Screening. 1184-1194 - Yinghui Tan, Min Liu, Weixun Chen, Xueping Wang, Hanchuan Peng, Yaonan Wang:
DeepBranch: Deep Neural Networks for Branch Point Detection in Biomedical Images. 1195-1205 - Yuxin Gong, Yingying Zhang, Haogang Zhu, Jing Lv, Qian Cheng, Hongjia Zhang, Yihua He, Shuliang Wang:
Fetal Congenital Heart Disease Echocardiogram Screening Based on DGACNN: Adversarial One-Class Classification Combined with Video Transfer Learning. 1206-1222 - Zhipeng Li, Saiprasad Ravishankar, Yong Long, Jeffrey A. Fessler:
DECT-MULTRA: Dual-Energy CT Image Decomposition With Learned Mixed Material Models and Efficient Clustering. 1223-1234 - Morteza Heidari, Seyedehnafiseh Mirniaharikandehei, Wei Liu, Alan B. Hollingsworth, Hong Liu, Bin Zheng:
Development and Assessment of a New Global Mammographic Image Feature Analysis Scheme to Predict Likelihood of Malignant Cases. 1235-1244 - Walid Abdullah Al, Il Dong Yun:
Partial Policy-Based Reinforcement Learning for Anatomical Landmark Localization in 3D Medical Images. 1245-1255 - Róger Bermúdez-Chacón, Okan Altingövde, Carlos J. Becker, Mathieu Salzmann, Pascal Fua:
Visual Correspondences for Unsupervised Domain Adaptation on Electron Microscopy Images. 1256-1267 - Hemant Kumar Aggarwal, Merry P. Mani, Mathews Jacob:
MoDL-MUSSELS: Model-Based Deep Learning for Multishot Sensitivity-Encoded Diffusion MRI. 1268-1277 - Abhirup Banerjee, Francesca Galassi, Ernesto Zacur, Giovanni Luigi De Maria, Robin Choudhury, Vicente Grau:
Point-Cloud Method for Automated 3D Coronary Tree Reconstruction From Multiple Non-Simultaneous Angiographic Projections. 1278-1290 - Philipp Seeböck, José Ignacio Orlando, Thomas Schlegl, Sebastian M. Waldstein, Hrvoje Bogunovic, Sophie Klimscha, Georg Langs, Ursula Schmidt-Erfurth:
Correction to "Exploiting Epistemic Uncertainty of Anatomy Segmentation for Anomaly Detection in Retinal OCT". 1291
Volume 39, Number 5, May 2020
- Shuvendu Rana, Rory Hampson, Gordon Dobie:
Breast Cancer: Model Reconstruction and Image Registration From Segmented Deformed Image Using Visual and Force Based Analysis. 1295-1305 - Heechan Yang, Ji-Ye Kim, Hyongsuk Kim, Shyam Prasad Adhikari:
Guided Soft Attention Network for Classification of Breast Cancer Histopathology Images. 1306-1315 - Hyunseok Seo, Charles W. Huang, Maxime Bassenne, Ruoxiu Xiao, Lei Xing:
Modified U-Net (mU-Net) With Incorporation of Object-Dependent High Level Features for Improved Liver and Liver-Tumor Segmentation in CT Images. 1316-1325 - Zhun Wei, Xudong Chen:
Induced-Current Learning Method for Nonlinear Reconstructions in Electrical Impedance Tomography. 1326-1334 - Jiong Zhang, Yuchuan Qiao, Mona Sharifi Sarabi, Maziyar M. Khansari, Jin-Kyu Gahm, Amir H. Kashani, Yonggang Shi:
3D Shape Modeling and Analysis of Retinal Microvasculature in OCT-Angiography Images. 1335-1346 - Marija Boberg, Tobias Knopp, Patryk Szwargulski, Martin Möddel:
Generalized MPI Multi-Patch Reconstruction Using Clusters of Similar System Matrices. 1347-1358 - Mohsen Farzi, Jose M. Pozo, Eugene V. McCloskey, Richard Eastell, Nicholas Harvey, J. Mark Wilkinson, Alejandro F. Frangi:
A Spatio-Temporal Ageing Atlas of the Proximal Femur. 1359-1368 - Se Young Chun, Minh Phuong Nguyen, Thanh Quoc Phan, Hanvit Kim, Jeffrey A. Fessler, Yuni K. Dewaraja:
Algorithms and Analyses for Joint Spectral Image Reconstruction in Y-90 Bremsstrahlung SPECT. 1369-1379 - Neeraj Kumar, Ruchika Verma, Deepak Anand, Yanning Zhou, Omer Fahri Onder, Efstratios Tsougenis, Hao Chen, Pheng-Ann Heng, Jiahui Li, Zhiqiang Hu, Yunzhi Wang, Navid Alemi Koohbanani, Mostafa Jahanifar, Neda Zamani Tajeddin, Ali Gooya, Nasir M. Rajpoot, Xuhua Ren, Sihang Zhou, Qian Wang, Dinggang Shen, Cheng-Kun Yang, Chi-Hung Weng, Wei-Hsiang Yu, Chao-Yuan Yeh, Shuang Yang, Shuoyu Xu, Pak-Hei Yeung, Peng Sun, Amirreza Mahbod, Gerald Schaefer, Isabella Ellinger, Rupert Ecker, Örjan Smedby, Chunliang Wang, Benjamin Chidester, That-Vinh Ton, Minh-Triet Tran, Jian Ma, Minh N. Do, Simon Graham, Quoc Dang Vu, Jin Tae Kwak, Akshaykumar Gunda, Raviteja Chunduri, Corey Hu, Xiaoyang Zhou, Dariush Lotfi, Reza Safdari, Antanas Kascenas, Alison O'Neil, Dennis Eschweiler, Johannes Stegmaier, Yanping Cui, Baocai Yin, Kailin Chen, Xinmei Tian, Philipp Grüning, Erhardt Barth, Elad Arbel, Itay Remer, Amir Ben-Dor, Ekaterina Sirazitdinova, Matthias Kohl, Stefan Braunewell, Yuexiang Li, Xinpeng Xie, Linlin Shen, Jun Ma, Krishanu Das Baksi, Mohammad Azam Khan, Jaegul Choo, Adrián Colomer, Valery Naranjo, Linmin Pei, Khan M. Iftekharuddin, Kaushiki Roy, Debotosh Bhattacharjee, Aníbal Pedraza, Maria Gloria Bueno, Sabarinathan Devanathan, Saravanan Radhakrishnan, Praveen Koduganty, Zihan Wu, Guanyu Cai, Xiaojie Liu, Yuqin Wang, Amit Sethi:
A Multi-Organ Nucleus Segmentation Challenge. 1380-1391 - Lei Mou, Li Chen, Jun Cheng, Zaiwang Gu, Yitian Zhao, Jiang Liu:
Dense Dilated Network With Probability Regularized Walk for Vessel Detection. 1392-1403 - Jeff Craley, Emily Johnson, Archana Venkataraman:
A Spatio-Temporal Model of Seizure Propagation in Focal Epilepsy. 1404-1418 - Onur Ozdemir, Rebecca L. Russell, Andrew A. Berlin:
A 3D Probabilistic Deep Learning System for Detection and Diagnosis of Lung Cancer Using Low-Dose CT Scans. 1419-1429 - Taro Langner, Johan Wikström, Tomas Bjerner, Håkan Ahlström, Joel Kullberg:
Identifying Morphological Indicators of Aging With Neural Networks on Large-Scale Whole-Body MRI. 1430-1437 - Xingtong Liu, Ayushi Sinha, Masaru Ishii, Gregory D. Hager, Austin Reiter, Russell H. Taylor, Mathias Unberath:
Dense Depth Estimation in Monocular Endoscopy With Self-Supervised Learning Methods. 1438-1447 - Yuwen Zeng, Xinke Liu, Nan Xiao, Youxiang Li, Yuhua Jiang, Junqiang Feng, Shuxiang Guo:
Automatic Diagnosis Based on Spatial Information Fusion Feature for Intracranial Aneurysm. 1448-1458 - Libin Liang, Derek Cool, Nirmal Kakani, Guangzhi Wang, Hui Ding, Aaron Fenster:
Automatic Radiofrequency Ablation Planning for Liver Tumors With Multiple Constraints Based on Set Covering. 1459-1471 - Jaime Tierney, Jennifer Baker, Daniel B. Brown, Don Mitchell Wilkes, Brett C. Byram:
Independent Component-Based Spatiotemporal Clutter Filtering for Slow Flow Ultrasound. 1472-1482 - Xiaomeng Li, Xiaowei Hu, Lequan Yu, Lei Zhu, Chi-Wing Fu, Pheng-Ann Heng:
CANet: Cross-Disease Attention Network for Joint Diabetic Retinopathy and Diabetic Macular Edema Grading. 1483-1493 - Simone Ferstl, Madleen Busse, Mark Müller, Melanie A. Kimm, Enken Drecoll, Toni Bürkner, Sebastian Allner, Martin Dierolf, Daniela Pfeiffer, Ernst J. Rummeny, Wilko Weichert, Franz Pfeiffer:
Revealing the Microscopic Structure of Human Renal Cell Carcinoma in Three Dimensions. 1494-1500 - Thomas F. Kirk, Timothy S. Coalson, Martin S. Craig, Michael A. Chappell:
Toblerone: Surface-Based Partial Volume Estimation. 1501-1510 - Yu Zhang, Fengzan Li, Lei Qiu, Lihui Xu, Xiaohui Niu, Yao Sui, Shunli Zhang, Qing Zhang, Li Zhang:
Toward Precise Osteotomies: A Coarse-to-Fine 3D Cut Plane Planning Method for Image-Guided Pelvis Tumor Resection Surgery. 1511-1523 - Zhifan Gao, Jonathan Chung, Mohamed Abdelrazek, Stephanie Leung, William Kongto Hau, Zhanchao Xian, Heye Zhang, Shuo Li:
Privileged Modality Distillation for Vessel Border Detection in Intracoronary Imaging. 1524-1534 - Tianshi Wang, Tom Pfeiffer, Joost Daemen, Frits Mastik, Wolfgang Wieser, Anton F. W. van der Steen, Robert Huber, Gijs van Soest:
Simultaneous Morphological and Flow Imaging Enabled by Megahertz Intravascular Doppler Optical Coherence Tomography. 1535-1544 - Majd Zreik, Robbert W. van Hamersvelt, Nadieh Khalili, Jelmer M. Wolterink, Michiel Voskuil, Max A. Viergever, Tim Leiner, Ivana Isgum:
Deep Learning Analysis of Coronary Arteries in Cardiac CT Angiography for Detection of Patients Requiring Invasive Coronary Angiography. 1545-1557 - Kathryn Ozgun, Jaime Tierney, Brett C. Byram:
A Spatial Coherence Beamformer Design for Power Doppler Imaging. 1558-1570 - Yifan Zhao, Yitian Zhao, Pholpat Durongbhan, Liangyu Chen, Jiang Liu, S. A. Billings, Panagiotis Zis, Zoe C. Unwin, Matteo De Marco, Annalena Venneri, Daniel Blackburn, Ptolemaios G. Sarrigiannis:
Imaging of Nonlinear and Dynamic Functional Brain Connectivity Based on EEG Recordings With the Application on the Diagnosis of Alzheimer's Disease. 1571-1581 - Weimin Cheng, Jinling Lu, Xuan Zhu, Jiachi Hong, Xiaohu Liu, Miaowen Li, Pengcheng Li:
Dilated Residual Learning With Skip Connections for Real-Time Denoising of Laser Speckle Imaging of Blood Flow in a Log-Transformed Domain. 1582-1593 - Koen A. J. Eppenhof, Maxime W. Lafarge, Mitko Veta, Josien P. W. Pluim:
Progressively Trained Convolutional Neural Networks for Deformable Image Registration. 1594-1604 - Scott J. Schoen, Costas D. Arvanitis:
Heterogeneous Angular Spectrum Method for Trans-Skull Imaging and Focusing. 1605-1614 - Long Chen, Wen Tang, Nigel W. John, Tao Ruan Wan, Jian-Jun Zhang:
De-smokeGCN: Generative Cooperative Networks for Joint Surgical Smoke Detection and Removal. 1615-1625 - Bernhard Schmitzer, Klaus P. Schäfers, Benedikt Wirth:
Dynamic Cell Imaging in PET With Optimal Transport Regularization. 1626-1635 - Seokhwan Jang, Seungeon Kim, Mina Kim, Kihong Son, Kyoung-Yong Lee, Jong Beom Ra:
Head Motion Correction Based on Filtered Backprojection in Helical CT Scanning. 1636-1645 - Frank Ong, Martin Uecker, Michael Lustig:
Accelerating Non-Cartesian MRI Reconstruction Convergence Using k-Space Preconditioning. 1646-1654 - Itzik Avital, Ilya Nelkenbaum, Galia Tsarfaty, Eli Konen, Nahum Kiryati, Arnaldo Mayer:
Neural Segmentation of Seeding ROIs (sROIs) for Pre-Surgical Brain Tractography. 1655-1667 - Jiacheng Zhang, Melissa C. Brindise, Sean Rothenberger, Susanne Schnell, Michael Markl, David Saloner, Vitaliy L. Rayz, Pavlos P. Vlachos:
4D Flow MRI Pressure Estimation Using Velocity Measurement-Error-Based Weighted Least-Squares. 1668-1680 - Willem van Valenberg, Stefan Klein, Frans M. Vos, Kirsten Koolstra, Lucas J. van Vliet, Dirk H. J. Poot:
An Efficient Method for Multi-Parameter Mapping in Quantitative MRI Using B-Spline Interpolation. 1681-1689 - Rongjun Ge, Guanyu Yang, Yang Chen, Limin Luo, Cheng Feng, Hong Ma, Junyi Ren, Shuo Li:
K-Net: Integrate Left Ventricle Segmentation and Direct Quantification of Paired Echo Sequence. 1690-1702 - Bernhard Stimpel, Christopher Syben, Franziska Schirrmacher, Philip Hoelter, Arnd Dörfler, Andreas K. Maier:
Multi-Modal Deep Guided Filtering for Comprehensible Medical Image Processing. 1703-1711 - Yannick Bliesener, Jay Acharya, Krishna S. Nayak:
Efficient DCE-MRI Parameter and Uncertainty Estimation Using a Neural Network. 1712-1723 - Zhi Wei Tay, Daniel Hensley, Prashant Chandrasekharan, Bo Zheng, Steven M. Conolly:
Optimization of Drive Parameters for Resolution, Sensitivity and Safety in Magnetic Particle Imaging. 1724-1734 - Pradipta Maji, Suman Mahapatra:
Circular Clustering in Fuzzy Approximation Spaces for Color Normalization of Histological Images. 1735-1745 - Li Xiao, Junqi Wang, Peyman Hosseinzajeh Kassani, Yipu Zhang, Yuntong Bai, Julia M. Stephen, Tony W. Wilson, Vince D. Calhoun, Yu-Ping Wang:
Multi-Hypergraph Learning-Based Brain Functional Connectivity Analysis in fMRI Data. 1746-1758 - Yilei Li, Dina Polyak, Eli Johnson, Derek W. Yecies, Saba Shevidi, Adam de la Zerda, Melanie Hayden Gephart, Steven Chu:
Difference-Frequency Ultrasound Imaging With Non-Linear Contrast. 1759-1766 - Inayathullah Ghori, Debaditya Roy, Renu John, Chalavadi Krishna Mohan:
Echocardiogram Analysis Using Motion Profile Modeling. 1767-1774 - Wei Zeng, Scott W. Gordon-Wylie, Likun Tan, Ligin Solamen, Matthew D. J. McGarry, John B. Weaver, Keith D. Paulsen:
Nonlinear Inversion MR Elastography With Low-Frequency Actuation. 1775-1784
Volume 39, Number 6, June 2020
- Fen Yang, Zhongjiang Chen, Da Xing:
Single-Cell Photoacoustic Microrheology. 1791-1800 - Yuntong Bai, Pascal Zille, Vince D. Calhoun, Yu-Ping Wang:
Optimized Combination of Multiple Graphs With Application to the Integration of Brain Imaging and (epi)Genomics Data. 1801-1811 - Xiang Ma, Chenglei Peng, Jie Yuan, Qian Cheng, Guan Xu, Xueding Wang, Paul L. Carson:
Multiple Delay and Sum With Enveloping Beamforming Algorithm for Photoacoustic Imaging. 1812-1821 - Ziang Li, Jie Zhang, Dong Liu, Jiangfeng Du:
CT Image-Guided Electrical Impedance Tomography for Medical Imaging. 1822-1832 - Li Zheng, Pan Liao, Shen Luo, Jingwei Sheng, Pengfei Teng, Guoming Luan, Jia-Hong Gao:
EMS-Net: A Deep Learning Method for Autodetecting Epileptic Magnetoencephalography Spikes. 1833-1844 - Lodewijk Brand, Kai Nichols, Hua Wang, Li Shen, Heng Huang:
Joint Multi-Modal Longitudinal Regression and Classification for Alzheimer's Disease Prediction. 1845-1855 - Zongwei Zhou, Md Mahfuzur Rahman Siddiquee, Nima Tajbakhsh, Jianming Liang:
UNet++: Redesigning Skip Connections to Exploit Multiscale Features in Image Segmentation. 1856-1867 - Zhibin Liao, Hany Girgis, Amir H. Abdi, Hooman Vaseli, Jorden Hetherington, Robert Rohling, Ken Gin, Teresa Tsang, Purang Abolmaesumi:
On Modelling Label Uncertainty in Deep Neural Networks: Automatic Estimation of Intra- Observer Variability in 2D Echocardiography Quality Assessment. 1868-1883 - Jack Sauvage, Jonathan Porée, Claire Rabut, Guillaume Férin, Martin Flesch, Bogdan Rosinski, An Nguyen-Dinh, Mickaël Tanter, Mathieu Pernot, Thomas Deffieux:
4D Functional Imaging of the Rat Brain Using a Large Aperture Row-Column Array. 1884-1893 - Yinsheng Li, John W. Garrett, Ke Li, Charles Strother, Guang-Hong Chen:
An Enhanced SMART-RECON Algorithm for Time-Resolved C-Arm Cone-Beam CT Imaging. 1894-1905 - Sarah E. Divel, Norbert J. Pelc:
Accurate Image Domain Noise Insertion in CT Images. 1906-1916 - Dong Liu, Danping Gu, Danny Smyl, Jiansong Deng, Jiangfeng Du:
B-Spline Level Set Method for Shape Reconstruction in Electrical Impedance Tomography. 1917-1929 - Bolei Xu, Jingxin Liu, Xianxu Hou, Bozhi Liu, Jon Garibaldi, Ian O. Ellis, Andy Green, Linlin Shen, Guoping Qiu:
Attention by Selection: A Deep Selective Attention Approach to Breast Cancer Classification. 1930-1941 - Ben Cardoen, Hanene Ben Yedder, Anmol Sharma, Keng C. Chou, Ivan Robert Nabi, Ghassan Hamarneh:
ERGO: Efficient Recurrent Graph Optimized Emitter Density Estimation in Single Molecule Localization Microscopy. 1942-1956 - Padmavathi Sundaram, Martin Luessi, Marta Bianciardi, Steven M. Stufflebeam, Matti S. Hämäläinen, Victor Solo:
Individual Resting-State Brain Networks Enabled by Massive Multivariate Conditional Mutual Information. 1957-1966 - Wangting Zhou, Zhongjiang Chen, Quan Zhou, Da Xing:
Optical Biopsy of Melanoma and Basal Cell Carcinoma Progression by Noncontact Photoacoustic and Optical Coherence Tomography: In Vivo Multi-Parametric Characterizing Tumor Microenvironment. 1967-1974 - Lorenz Hehn, Regine Gradl, Martin Dierolf, Kaye S. Morgan, David M. Paganin, Franz Pfeiffer:
Model-Based Iterative Reconstruction for Propagation-Based Phase-Contrast X-Ray CT including Models for the Source and the Detector. 1975-1987 - Mason T. Chen, Faisal Mahmood, Jordan A. Sweer, Nicholas J. Durr:
GANPOP: Generative Adversarial Network Prediction of Optical Properties From Single Snapshot Wide-Field Images. 1988-1999 - Liang Sun, Wei Shao, Daoqiang Zhang, Mingxia Liu:
Anatomical Attention Guided Deep Networks for ROI Segmentation of Brain MR Images. 2000-2012 - Jiaxing Tan, Yongfeng Gao, Zhengrong Liang, Weiguo Cao, Marc Jason Pomeroy, Yumei Huo, Lihong Li, Matthew A. Barish, Almas F. Abbasi, Perry J. Pickhardt:
3D-GLCM CNN: A 3-Dimensional Gray-Level Co-Occurrence Matrix-Based CNN Model for Polyp Classification via CT Colonography. 2013-2024 - Wei Shao, Taylor J. Patton, Sarah E. Gerard, Yue Pan, Joseph M. Reinhardt, Oguz C. Durumeric, John E. Bayouth, Gary E. Christensen:
N-Phase Local Expansion Ratio for Characterizing Out-of-Phase Lung Ventilation. 2025-2034 - Fenglei Fan, Hongming Shan, Mannudeep K. Kalra, Ramandeep Singh, Guhan Qian, Matthew Getzin, Yueyang Teng, Juergen Hahn, Ge Wang:
Quadratic Autoencoder (Q-AE) for Low-Dose CT Denoising. 2035-2050 - Jacky C. K. Chow, Steven K. Boyd, Derek D. Lichti, Janet Lenore Ronsky:
Robust Self-Supervised Learning of Deterministic Errors in Single-Plane (Monoplanar) and Dual-Plane (Biplanar) X-Ray Fluoroscopy. 2051-2060 - Samira Masoudi, Afsaneh Razi, Cameron H. G. Wright, Jesse C. Gatlin, Ulas Bagci:
Instance-Level Microtubule Tracking. 2061-2075 - Ji He, Yongbo Wang, Jianhua Ma:
Radon Inversion via Deep Learning. 2076-2087 - Carlo Biffi, Juan J. Cerrolaza, Giacomo Tarroni, Wenjia Bai, Antonio de Marvao, Ozan Oktay, Christian Ledig, Loïc Le Folgoc, Konstantinos Kamnitsas, Georgia Doumou, Jinming Duan, Sanjay K. Prasad, Stuart A. Cook, Declan P. O'Regan, Daniel Rueckert:
Explainable Anatomical Shape Analysis Through Deep Hierarchical Generative Models. 2088-2099 - Zhenyu Tang, Yuyun Xu, Lei Jin, Abudumijiti Aibaidula, Junfeng Lu, Zhicheng Jiao, Jinsong Wu, Han Zhang, Dinggang Shen:
Deep Learning of Imaging Phenotype and Genotype for Predicting Overall Survival Time of Glioblastoma Patients. 2100-2109 - Qingyuan Tan, Congzhi Wang, Jiamei Liu, Jiqing Huang, Yongchuan Li, Yang Xiao, Gui-Song Xia, Teng Ma, Hairong Zheng:
Ultrafast Endoscopic Ultrasonography With Circular Array. 2110-2120 - Carlos Cano-Espinosa, Germán González, George R. Washko, Miguel Cazorla, Raúl San José Estépar:
Biomarker Localization From Deep Learning Regression Networks. 2121-2132 - Patrick Vogel, Martin A. Ruckert, Thomas Kampf, Stefan Herz, Anton Stang, Lucas Wöckel, Thorsten Alexander Bley, Silvio Dutz, Volker C. Behr:
Superspeed Bolus Visualization for Vascular Magnetic Particle Imaging. 2133-2139 - Teemu Sahlström, Aki Pulkkinen, Jenni Tick, Jarkko Leskinen, Tanja Tarvainen:
Modeling of Errors Due to Uncertainties in Ultrasound Sensor Locations in Photoacoustic Tomography. 2140-2150 - Shuai Wang, Dong Nie, Liangqiong Qu, Yeqin Shao, Jun Lian, Qian Wang, Dinggang Shen:
CT Male Pelvic Organ Segmentation via Hybrid Loss Network With Incomplete Annotation. 2151-2162 - Andrew J. Reader, Sam Ellis:
Bootstrap-Optimised Regularised Image Reconstruction for Emission Tomography. 2163-2175 - Zengqiang Yan, Xin Yang, Kwang-Ting Cheng:
Enabling a Single Deep Learning Model for Accurate Gland Instance Segmentation: A Shape-Aware Adversarial Learning Framework. 2176-2189 - Jiahang Su, Lennard Wolff, Adriaan C. G. M. van Es, Wim H. van Zwam, Charles B. L. M. Majoie, Diederik W. J. Dippel, Aad van der Lugt, Wiro J. Niessen, Theo van Walsum:
Automatic Collateral Scoring From 3D CTA Images. 2190-2200 - Shih-Gu Huang, Ilwoo Lyu, Anqi Qiu, Moo K. Chung:
Fast Polynomial Approximation of Heat Kernel Convolution on Manifolds and Its Application to Brain Sulcal and Gyral Graph Pattern Analysis. 2201-2212 - Meishan Cai, Zeyu Zhang, Xiaojing Shi, Zhenhua Hu, Jie Tian:
NIR-II/NIR-I Fluorescence Molecular Tomography of Heterogeneous Mice Based on Gaussian Weighted Neighborhood Fused Lasso Method. 2213-2222 - Jon S. Heiselman, William R. Jarnagin, Michael I. Miga:
Intraoperative Correction of Liver Deformation Using Sparse Surface and Vascular Features via Linearized Iterative Boundary Reconstruction. 2223-2234 - Jae Eun Song, Jaewook Shin, Hongpyo Lee, Ho Joon Lee, Won-Jin Moon, Dong-Hyun Kim:
Blind Source Separation for Myelin Water Fraction Mapping Using Multi-Echo Gradient Echo Imaging. 2235-2245 - Xin Shu, Lei Zhang, Zizhou Wang, Qing Lv, Zhang Yi:
Deep Neural Networks With Region-Based Pooling Structures for Mammographic Image Classification. 2246-2255 - Yi Liu, Hao Yuan, Zhengyang Wang, Shuiwang Ji:
Global Pixel Transformers for Virtual Staining of Microscopy Images. 2256-2266 - Odran Pivot, Clarisse Fournier, Joachim Tabary, Jean-Michel Létang, Simon Rit:
Scatter Correction for Spectral CT Using a Primary Modulator Mask. 2267-2276 - Ouwen Huang, Will Long, Nick Bottenus, Marcelo Lerendegui, Gregg E. Trahey, Sina Farsiu, Mark L. Palmeri:
MimickNet, Mimicking Clinical Image Post- Processing Under Black-Box Constraints. 2277-2286
Volume 39, Number 7, July 2020
- Meng Li, William Hsu, Xiaodong Xie, Jason Cong, Wen Gao:
SACNN: Self-Attention Convolutional Neural Network for Low-Dose CT Denoising With Self-Supervised Perceptual Loss Network. 2289-2301 - Yupei Zhang, Xiuxiu He, Zhen Tian, Jiwoong Jason Jeong, Yang Lei, Tonghe Wang, Qiulan Zeng, Ashesh B. Jani, Walter J. Curran, Pretesh Patel, Tian Liu, Xiaofeng Yang:
Multi-Needle Detection in 3D Ultrasound Images Using Unsupervised Order-Graph Regularized Sparse Dictionary Learning. 2302-2315 - Praful Agrawal, Ross T. Whitaker, Shireen Y. Elhabian:
An Optimal, Generative Model for Estimating Multi-Label Probabilistic Maps. 2316-2326 - Jingyan Xu, Frédéric Noo:
A Robust Regularizer for Multiphase CT. 2327-2338 - Biting Yu, Luping Zhou, Lei Wang, Yinghuan Shi, Jurgen Fripp, Pierrick Bourgeat:
Sample-Adaptive GANs: Linking Global and Local Mappings for Cross-Modality MR Image Synthesis. 2339-2350 - Essam A. Rashed, José Gómez-Tames, Akimasa Hirata:
Deep Learning-Based Development of Personalized Human Head Model With Non-Uniform Conductivity for Brain Stimulation. 2351-2362 - Jiayue Cai, Yuheng Wang, Aiping Liu, Martin J. McKeown, Z. Jane Wang:
Novel Regional Activity Representation With Constrained Canonical Correlation Analysis for Brain Connectivity Network Estimation. 2363-2373 - Nicolás Vila Blanco, María J. Carreira, Paulina Varas-Quintana, Carlos Balsa-Castro, Inmaculada Tomás:
Deep Neural Networks for Chronological Age Estimation From OPG Images. 2374-2384 - Euijoon Ahn, Ashnil Kumar, Michael J. Fulham, Dagan Feng, Jinman Kim:
Unsupervised Domain Adaptation to Classify Medical Images Using Zero-Bias Convolutional Auto-Encoders and Context-Based Feature Augmentation. 2385-2394 - Muhammad Shaban, Ruqayya Awan, Muhammad Moazam Fraz, Ayesha Azam, Yee-Wah Tsang, David R. J. Snead, Nasir M. Rajpoot:
Context-Aware Convolutional Neural Network for Grading of Colorectal Cancer Histology Images. 2395-2405 - Gaoming Li, Xiyu Duan, Miki Lee, Mayur Birla, Jing Chen, Kenn R. Oldham, Thomas D. Wang, Haijun Li:
Ultra-Compact Microsystems-Based Confocal Endomicroscope. 2406-2414 - Qi Dou, Quande Liu, Pheng-Ann Heng, Ben Glocker:
Unpaired Multi-Modal Segmentation via Knowledge Distillation. 2415-2425 - Rifat Ahmed, Jian Ye, Scott A. Gerber, David C. Linehan, Marvin M. Doyley:
Preclinical Imaging Using Single Track Location Shear Wave Elastography: Monitoring the Progression of Murine Pancreatic Tumor Liver Metastasis In Vivo. 2426-2439 - Chunfeng Lian, Li Wang, Tai-Hsien Wu, Fan Wang, Pew-Thian Yap, Ching-Chang Ko, Dinggang Shen:
Deep Multi-Scale Mesh Feature Learning for Automated Labeling of Raw Dental Surfaces From 3D Intraoral Scanners. 2440-2450 - Heather Liu, Evan D. Morris:
Model Comparison Metrics Require Adaptive Correction if Parameters Are Discretized: Proof-of-Concept Applied to Transient Signals in Dynamic PET. 2451-2460 - Anne-Marie Rickmann, Abhijit Guha Roy, Ignacio Sarasua, Christian Wachinger:
Recalibrating 3D ConvNets With Project & Excite. 2461-2471 - Brian Z. Bentz, Sakkarapalayam M. Mahalingam, Daniel Ysselstein, Paola C. Montenegro, Jason R. Cannon, Jean-Christophe Rochet, Philip S. Low, Kevin J. Webb:
Localization of Fluorescent Targets in Deep Tissue With Expanded Beam Illumination for Studies of Cancer and the Brain. 2472-2481 - Yutong Xie, Jianpeng Zhang, Yong Xia, Chunhua Shen:
A Mutual Bootstrapping Model for Automated Skin Lesion Segmentation and Classification. 2482-2493 - Cheng Chen, Qi Dou, Hao Chen, Jing Qin, Pheng-Ann Heng:
Unsupervised Bidirectional Cross-Modality Adaptation via Deeply Synergistic Image and Feature Alignment for Medical Image Segmentation. 2494-2505 - Tobias Fechter, Dimos Baltas:
One-Shot Learning for Deformable Medical Image Registration and Periodic Motion Tracking. 2506-2517 - Alan Miranda, Steven Staelens, Sigrid Stroobants, Jeroen Verhaeghe:
Motion Dependent and Spatially Variant Resolution Modeling for PET Rigid Motion Correction. 2518-2530 - Ling Zhang, Xiaosong Wang, Dong Yang, Thomas Sanford, Stephanie A. Harmon, Baris Turkbey, Bradford J. Wood, Holger Roth, Andriy Myronenko, Daguang Xu, Ziyue Xu:
Generalizing Deep Learning for Medical Image Segmentation to Unseen Domains via Deep Stacked Transformation. 2531-2540 - Jiashuang Huang, Luping Zhou, Lei Wang, Daoqiang Zhang:
Attention-Diffusion-Bilinear Neural Network for Brain Network Analysis. 2541-2552 - Mohammad Eslami, Solale Tabarestani, Shadi Albarqouni, Ehsan Adeli, Nassir Navab, Malek Adjouadi:
Image-to-Images Translation for Multi-Task Organ Segmentation and Bone Suppression in Chest X-Ray Radiography. 2553-2565 - Tianyang Miller, Jun Cheng, Huazhu Fu, Zaiwang Gu, Yuting Xiao, Kang Zhou, Shenghua Gao, Ru Zheng, Jiang Liu:
Correction to "Noise Adaptation Generative Adversarial Network for Medical Image Analysis". 2566-2567
Volume 39, Number 8, August 2020
- Dinggang Shen, Yaozong Gao, Arrate Muñoz-Barrutia, Delia Cabrera DeBuc, Gennaro Percannella:
Guest Editorial: Special Issue on Imaging-Based Diagnosis of COVID-19. 2569-2571 - Jun Wang, Yiming Bao, Yaofeng Wen, Hongbing Lu, Hu Luo, Yunfei Xiang, Xiaoming Li, Chen Liu, Dahong Qian:
Prior-Attention Residual Learning for More Discriminative COVID-19 Screening in CT Images. 2572-2583 - Zhongyi Han, Benzheng Wei, Yanfei Hong, Tianyang Li, Jinyu Cong, Xue Zhu, Haifeng Wei, Wei Zhang:
Accurate Screening of COVID-19 Using Attention-Based Deep 3D Multiple Instance Learning. 2584-2594 - Xi Ouyang, Jiayu Huo, Liming Xia, Fei Shan, Jun Liu, Zhanhao Mo, Fuhua Yan, Zhongxiang Ding, Qi Yang, Bin Song, Feng Shi, Huan Yuan, Ying Wei, Xiaohuan Cao, Yaozong Gao, Dijia Wu, Qian Wang, Dinggang Shen:
Dual-Sampling Attention Network for Diagnosis of COVID-19 From Community Acquired Pneumonia. 2595-2605 - Hengyuan Kang, Liming Xia, Fuhua Yan, Zhibin Wan, Feng Shi, Huan Yuan, Huiting Jiang, Dijia Wu, He Sui, Changqing Zhang, Dinggang Shen:
Diagnosis of Coronavirus Disease 2019 (COVID-19) With Structured Latent Multi-View Representation Learning. 2606-2614 - Xinggang Wang, Xianbo Deng, Qing Fu, Qiang Zhou, Jiapei Feng, Hui Ma, Wenyu Liu, Chuansheng Zheng:
A Weakly-Supervised Framework for COVID-19 Classification and Lesion Localization From Chest CT. 2615-2625 - Deng-Ping Fan, Tao Zhou, Ge-Peng Ji, Yi Zhou, Geng Chen, Huazhu Fu, Jianbing Shen, Ling Shao:
Inf-Net: Automatic COVID-19 Lung Infection Segmentation From CT Images. 2626-2637 - Longxi Zhou, Zhongxiao Li, Juexiao Zhou, Haoyang Li, Yupeng Chen, Yuxin Huang, Dexuan Xie, Lintao Zhao, Ming Fan, Shahrukh Hashmi, Faisal Abdelkareem, Riham Eiada, Xigang Xiao, Lihua Li, Zhaowen Qiu, Xin Gao:
A Rapid, Accurate and Machine-Agnostic Segmentation and Quantification Method for CT-Based COVID-19 Diagnosis. 2638-2652 - Guotai Wang, Xinglong Liu, Chaoping Li, Zhiyong Xu, Jiugen Ruan, Haifeng Zhu, Tao Meng, Kang Li, Ning Huang, Shaoting Zhang:
A Noise-Robust Framework for Automatic Segmentation of COVID-19 Pneumonia Lesions From CT Images. 2653-2663 - Weiyi Xie, Colin Jacobs, Jean-Paul Charbonnier, Bram van Ginneken:
Relational Modeling for Robust and Efficient Pulmonary Lobe Segmentation in CT Scans. 2664-2675 - Subhankar Roy, Willi Menapace, Sebastiaan Oei, Ben Luijten, Enrico Fini, Cristiano Saltori, Iris A. M. Huijben, Nishith Chennakeshava, Federico Mento, Alessandro Sentelli, Emanuele Peschiera, Riccardo Trevisan, Giovanni Maschietto, Elena Torri, Riccardo Inchingolo, Andrea Smargiassi, Gino Soldati, Paolo Rota, Andrea Passerini, Ruud J. G. van Sloun, Elisa Ricci, Libertario Demi:
Deep Learning for Classification and Localization of COVID-19 Markers in Point-of-Care Lung Ultrasound. 2676-2687 - Yujin Oh, Sangjoon Park, Jong Chul Ye:
Deep Learning COVID-19 Features on CXR Using Limited Training Data Sets. 2688-2700 - Srikrishna Karanam, Ren Li, Fan Yang, Wei Hu, Terrence Chen, Ziyan Wu:
Towards Contactless Patient Positioning. 2701-2710
Volume 39, Number 9, September 2020
- Quande Liu, Qi Dou, Lequan Yu, Pheng-Ann Heng:
MS-Net: Multi-Site Network for Improving Prostate Segmentation With Heterogeneous MRI Data. 2713-2724 - Yitian Zhao, Jiong Zhang, Ella Pereira, Yalin Zheng, Pan Su, Jianyang Xie, Yifan Zhao, Yonggang Shi, Hong Qi, Jiang Liu, Yonghuai Liu:
Automated Tortuosity Analysis of Nerve Fibers in Corneal Confocal Microscopy. 2725-2737 - Qing Lyu, Hongming Shan, Cole Steber, Corbin Helis, Chris Whitlow, Michael D. Chan, Ge Wang:
Multi-Contrast Super-Resolution MRI Through a Progressive Network. 2738-2749 - Alena Uus, Tong Zhang, Laurence H. Jackson, Thomas A. Roberts, Mary A. Rutherford, Joseph V. Hajnal, Maria Deprez:
Deformable Slice-to-Volume Registration for Motion Correction of Fetal Body and Placenta MRI. 2750-2759 - Chengyue Wu, David A. Hormuth, Todd A. Oliver, Federico Pineda, Guillermo Lorenzo, Gregory S. Karczmar, Robert D. Moser, Thomas E. Yankeelov:
Patient-Specific Characterization of Breast Cancer Hemodynamics Using Image-Guided Computational Fluid Dynamics. 2760-2771 - Tao Zhou, Huazhu Fu, Geng Chen, Jianbing Shen, Ling Shao:
Hi-Net: Hybrid-Fusion Network for Multi-Modal MR Image Synthesis. 2772-2781 - Liang Zhang, Jiaming Zhang, Peiyi Shen, Guangming Zhu, Ping Li, Xiaoyuan Lu, Huan Zhang, Syed Afaq Ali Shah, Mohammed Bennamoun:
Block Level Skip Connections Across Cascaded V-Net for Multi-Organ Segmentation. 2782-2793 - Shujun Liang, Kim-Han Thung, Dong Nie, Yu Zhang, Dinggang Shen:
Multi-View Spatial Aggregation Framework for Joint Localization and Segmentation of Organs at Risk in Head and Neck CT Images. 2794-2805 - Lihao Liu, Xiaowei Hu, Lei Zhu, Chi-Wing Fu, Jing Qin, Pheng-Ann Heng:
ψ-Net: Stacking Densely Convolutional LSTMs for Sub-Cortical Brain Structure Segmentation. 2806-2817 - Yang Li, Jingyu Liu, Zhenyu Tang, Baiying Lei:
Deep Spatial-Temporal Feature Fusion From Adaptive Dynamic Functional Connectivity for MCI Identification. 2818-2830 - Dong Zeng, Lisha Yao, Yongshuai Ge, Sui Li, Qi Xie, Hao Zhang, Zhaoying Bian, Qian Zhao, Yuanqing Li, Zongben Xu, Deyu Meng, Jianhua Ma:
Full-Spectrum-Knowledge-Aware Tensor Model for Energy-Resolved CT Iterative Reconstruction. 2831-2843 - Ran Zhou, Fumin Guo, M. Reza Azarpazhooh, John David Spence, Eranga Ukwatta, Mingyue Ding, Aaron Fenster:
A Voxel-Based Fully Convolution Network and Continuous Max-Flow for Carotid Vessel-Wall-Volume Segmentation From 3D Ultrasound Images. 2844-2855 - Minh H. Vu, Tommy Löfstedt, Tufve Nyholm, Raphael Sznitman:
A Question-Centric Model for Visual Question Answering in Medical Imaging. 2856-2868 - Hyunyeol Lee, Xia Zhao, Hee Kwon Song, Felix W. Wehrli:
Self-Navigated Three-Dimensional Ultrashort Echo Time Technique for Motion-Corrected Skull MRI. 2869-2880 - Richard Shaw, Carole H. Sudre, Thomas Varsavsky, Sébastien Ourselin, M. Jorge Cardoso:
A k-Space Model of Movement Artefacts: Application to Segmentation Augmentation and Artefact Removal. 2881-2892 - Albert Juan Ramon, Yongyi Yang, P. Hendrik Pretorius, Karen L. Johnson, Michael A. King, Miles N. Wernick:
Improving Diagnostic Accuracy in Low-Dose SPECT Myocardial Perfusion Imaging With Convolutional Denoising Networks. 2893-2903 - Zhiwei Wang, Xixi Jiang, Jingen Liu, Kwang-Ting Cheng, Xin Yang:
Multi-Task Siamese Network for Retinal Artery/Vein Separation via Deep Convolution Along Vessel. 2904-2919 - Jiabo Ma, Jingya Yu, Sibo Liu, Li Chen, Xu Li, Jie Feng, Zhixing Chen, Shaoqun Zeng, Xiuli Liu, Shenghua Cheng:
PathSRGAN: Multi-Supervised Super-Resolution for Cytopathological Images Using Generative Adversarial Network. 2920-2930 - Lu Ding, Daniel Razansky, Xosé-Luís Dean-Ben:
Model-Based Reconstruction of Large Three-Dimensional Optoacoustic Datasets. 2931-2940 - Junying Chen, Jinhui Chen, Renxin Zhuang, Huaqing Min:
Multi-Operator Minimum Variance Adaptive Beamforming Algorithms Accelerated With GPU. 2941-2953 - Dong Liu, Danping Gu, Danny Smyl, Jiansong Deng, Jiangfeng Du:
Shape Reconstruction Using Boolean Operations in Electrical Impedance Tomography. 2954-2964 - Yongsheng Pan, Mingxia Liu, Chunfeng Lian, Yong Xia, Dinggang Shen:
Spatially-Constrained Fisher Representation for Brain Disease Identification With Incomplete Multi-Modal Neuroimages. 2965-2975 - Yassine Nasser, Rachid Jennane, Aladine Chetouani, Eric Lespessailles, Mohammed El Hassouni:
Discriminative Regularized Auto-Encoder for Early Detection of Knee OsteoArthritis: Data from the Osteoarthritis Initiative. 2976-2984
Volume 39, Number 10, October 2020
- Aleksi A. Leino, Tuomas Lunttila, Meghdoot Mozumder, Aki Pulkkinen, Tanja Tarvainen:
Perturbation Monte Carlo Method for Quantitative Photoacoustic Tomography. 2985-2995 - Yongyi Shi, Yongfeng Gao, Yanbo Zhang, Junqi Sun, Xuanqin Mou, Zhengrong Liang:
Spectral CT Reconstruction via Low-Rank Representation and Region-Specific Texture Preserving Markov Random Field Regularization. 2996-3007 - Shuanglang Feng, Heming Zhao, Fei Shi, Xuena Cheng, Meng Wang, Yuhui Ma, Dehui Xiang, Weifang Zhu, Xinjian Chen:
CPFNet: Context Pyramid Fusion Network for Medical Image Segmentation. 3008-3018 - Hui Meng, Yuan Gao, Xin Yang, Kun Wang, Jie Tian:
K-Nearest Neighbor Based Locally Connected Network for Fast Morphological Reconstruction in Fluorescence Molecular Tomography. 3019-3028 - Sebastian Rosenzweig, Nick Scholand, H. Christian M. Holme, Martin Uecker:
Cardiac and Respiratory Self-Gating in Radial MRI Using an Adapted Singular Spectrum Analysis (SSA-FARY). 3029-3041 - Jirí Borovec, Jan Kybic, Ignacio Arganda-Carreras, Dmitry V. Sorokin, Gloria Bueno, Alexander V. Khvostikov, Spyridon Bakas, Eric I-Chao Chang, Stefan Heldmann, Kimmo Kartasalo, Leena Latonen, Johannes Lotz, Michelle Noga, Sarthak Pati, Kumaradevan Punithakumar, Pekka Ruusuvuori, Andrzej Skalski, Nazanin Tahmasebi, Masi Valkonen, Ludovic Venet, Yizhe Wang, Nick Weiss, Marek Wodzinski, Yu Xiang, Yan Xu, Yan Yan, Paul A. Yushkevich, Shengyu Zhao, Arrate Muñoz-Barrutia:
ANHIR: Automatic Non-Rigid Histological Image Registration Challenge. 3042-3052 - Han Li, Hu Han, Zeju Li, Lei Wang, Zhe Wu, Jingjing Lu, S. Kevin Zhou:
High-Resolution Chest X-Ray Bone Suppression Using Unpaired CT Structural Priors. 3053-3063 - Xin Liu, Tianyang Zhou, Mengyang Lu, Yi Yang, Qiong He, Jianwen Luo:
Deep Learning for Ultrasound Localization Microscopy. 3064-3078 - Dongwoon Hyun, Lotfi Abou-Elkacem, Rakesh Bam, Leandra L. Brickson, Carl D. Herickhoff, Jeremy J. Dahl:
Nondestructive Detection of Targeted Microbubbles Using Dual-Mode Data and Deep Learning for Real-Time Ultrasound Molecular Imaging. 3079-3088 - Guanhua Wang, Enhao Gong, Suchandrima Banerjee, Dann Martin, Elizabeth Tong, Jay Choi, Huijun Chen, Max Wintermark, John M. Pauly, Greg Zaharchuk:
Synthesize High-Quality Multi-Contrast Magnetic Resonance Imaging From Multi-Echo Acquisition Using Multi-Task Deep Generative Model. 3089-3099 - Hanna Bendjador, Thomas Deffieux, Mickaël Tanter:
The SVD Beamformer: Physical Principles and Application to Ultrafast Adaptive Ultrasound. 3100-3112 - Jordina Torrents-Barrena, Gemma Piella, Eduard Gratacós, Elisenda Eixarch, Mario Ceresa, Miguel Ángel González Ballester:
Deep Q-CapsNet Reinforcement Learning Framework for Intrauterine Cavity Segmentation in TTTS Fetal Surgery Planning. 3113-3124 - Trung Vu, Phung Lai, Raviv Raich, Anh T. Pham, Xiaoli Z. Fern, Arvind U. K. Rao:
A Novel Attribute-Based Symmetric Multiple Instance Learning for Histopathological Image Analysis. 3125-3136 - Jun Wang, Lichi Zhang, Qian Wang, Lei Chen, Jun Shi, Xiaobo Chen, Zuoyong Li, Dinggang Shen:
Multi-Class ASD Classification Based on Functional Connectivity and Functional Correlation Tensor via Multi-Source Domain Adaptation and Multi-View Sparse Representation. 3137-3147 - Yanan Shao, Zhen Jane Wang, Brian Wodlinger, Septimiu E. Salcudean:
Improving Prostate Cancer (PCa) Classification Performance by Using Three-Player Minimax Game to Reduce Data Source Heterogeneity. 3148-3158 - Roman Schaffert, Jian Wang, Peter Fischer, Anja Borsdorf, Andreas K. Maier:
Learning an Attention Model for Robust 2-D/3-D Registration Using Point-To-Plane Correspondences. 3159-3174 - Marco Fantasia, Angelo Galante, Francesca Maggiorelli, Alessandra Retico, Nunzia Fontana, Agostino Monorchio, Marcello Alecci:
Numerical and Workbench Design of 2.35 T Double-Tuned (¹H/²³Na) Nested RF Birdcage Coils Suitable for Animal Size MRI. 3175-3186 - Wei Chen, Byeong-Yeul Lee, Xiao-Hong Zhu, Hannes M. Wiesner, Maryam Sarkarat, Navid P. Gandji, Sebastian Rupprecht, Qing X. Yang, Michael T. Lanagan:
Tunable Ultrahigh Dielectric Constant (tuHDC) Ceramic Technique to Largely Improve RF Coil Efficiency and MR Imaging Performance. 3187-3197 - Elina A. Genina, Yury I. Surkov, Isabella A. Serebryakova, Alexey N. Bashkatov, Valery V. Tuchin, Vladimir P. Zharov:
Rapid Ultrasound Optical Clearing of Human Light and Dark Skin. 3198-3206 - Meishan Cai, Zeyu Zhang, Xiaojing Shi, Junying Yang, Zhenhua Hu, Jie Tian:
Non-Negative Iterative Convex Refinement Approach for Accurate and Robust Reconstruction in Cerenkov Luminescence Tomography. 3207-3217 - Kaushik Basak Chowdhury, Jaya Prakash, Angelos Karlas, Dominik Jüstel, Vasilis Ntziachristos:
A Synthetic Total Impulse Response Characterization Method for Correction of Hand-Held Optoacoustic Images. 3218-3230 - Nathan McDannold, P. Jason White, Rees Cosgrove:
Predicting Bone Marrow Damage in the Skull After Clinical Transcranial MRI-Guided Focused Ultrasound With Acoustic and Thermal Simulations. 3231-3239 - Manal Al Ghamdi, Mohamed Abdel-Mottaleb, Fernando Collado-Mesa:
DU-Net: Convolutional Network for the Detection of Arterial Calcifications in Mammograms. 3240-3249 - Ali Özbek, Xosé-Luís Dean-Ben, Daniel Razansky:
Compressed Optoacoustic Sensing of Volumetric Cardiac Motion. 3250-3255
Volume 39, Number 11, November 2020
- Faisal Mahmood, Daniel Borders, Richard J. Chen, Gregory N. McKay, Kevan J. Salimian, Alexander S. Baras, Nicholas J. Durr:
Deep Adversarial Training for Multi-Organ Nuclei Segmentation in Histopathology Images. 3257-3267 - Jianyong Jiang, Suranjana Samanta, Ke Li, Stefan B. Siegel, Robert A. Mintzer, Sanghee Cho, Maurizio Conti, Matthias Schmand, Joseph A. O'Sullivan, Yuan-Chuan Tai:
Augmented Whole-Body Scanning via Magnifying PET. 3268-3277 - Xu Ji, Ran Zhang, Ke Li, Guang-Hong Chen:
Dual Energy Differential Phase Contrast CT (DE-DPC-CT) Imaging. 3278-3289 - Peyman Hosseinzadeh Kassani, Li Xiao, Gemeng Zhang, Julia M. Stephen, Tony W. Wilson, Vince D. Calhoun, Yu-Ping Wang:
Causality-Based Feature Fusion for Brain Neuro-Developmental Analysis. 3290-3299 - Banghe Zhu, Eva M. Sevick-Muraca, Ryan D. Nguyen, Manish N. Shah:
Cap-Based Transcranial Optical Tomography in an Awake Infant. 3300-3308 - Chen Zhang, Huazhong Shu, Guanyu Yang, Faqi Li, Yingang Wen, Qin Zhang, Jean-Louis Dillenseger, Jean-Louis Coatrieux:
HIFUNet: Multi-Class Segmentation of Uterine Regions From MR Images Using Global Convolutional Networks for HIFU Surgery Planning. 3309-3320 - Amar Kavuri, Mini Das:
Relative Contributions of Anatomical and Quantum Noise in Signal Detection and Perception of Tomographic Digital Breast Images. 3321-3330 - Fan Zhang, Nicha C. Dvornek, Junlin Yang, Julius Chapiro, Jim Duncan:
Layer Embedding Analysis in Convolutional Neural Networks for Improved Probability Calibration and Classification. 3331-3342 - Mingchao Li, Yerui Chen, Zexuan Ji, Keren Xie, Songtao Yuan, Qiang Chen, Shuo Li:
Image Projection Network: 3D to 2D Image Segmentation in OCTA Images. 3343-3354 - Sobhan Shafiei, Amir Safarpoor, Ahad Jamalizadeh, Hamid R. Tizhoosh:
Class-Agnostic Weighted Normalization of Staining in Histopathology Images Using a Spatially Constrained Mixture Model. 3355-3366 - Ethan K. Murphy, Xiaotian Wu, Alicia C. Everitt, Ryan J. Halter:
Phantom Studies of Fused-Data TREIT Using Only Biopsy-Probe Electrodes. 3367-3378 - MinWoo Kim, Geng-Shi Jeng, Ivan Pelivanov, Matthew O'Donnell:
Deep-Learning Image Reconstruction for Real-Time Photoacoustic System. 3379-3390 - Stephen A. Lee, Hermes A. S. Kamimura, Mark T. Burgess, Elisa E. Konofagou:
Displacement Imaging for Focused Ultrasound Peripheral Nerve Neuromodulation. 3391-3402 - Yuexiang Li, Jiawei Chen, Peng Xue, Chao Tang, Jia Chang, Chunyan Chu, Kai Ma, Qing Li, Yefeng Zheng, Youlin Qiao:
Computer-Aided Cervical Cancer Diagnosis Using Time-Lapsed Colposcopic Images. 3403-3415 - Lei Du, Fang Liu, Kefei Liu, Xiaohui Yao, Shannon L. Risacher, Junwei Han, Andrew J. Saykin, Li Shen:
Associating Multi-Modal Brain Imaging Phenotypes and Genetic Risk Factors via a Dirty Multi-Task Learning Method. 3416-3428 - Quande Liu, Lequan Yu, Luyang Luo, Qi Dou, Pheng-Ann Heng:
Semi-Supervised Medical Image Classification With Relation-Driven Self-Ensembling Model. 3429-3440 - Semih Kurt, Yavuz Muslu, Emine Ulku Saritas:
Partial FOV Center Imaging (PCI): A Robust X-Space Image Reconstruction for Magnetic Particle Imaging. 3441-3450 - Daniel Freedman, Yochai Blau, Liran Katzir, Amit Aides, Ilan Shimshoni, Danny Veikherman, Tomer Golany, Ariel Gordon, Greg Corrado, Yossi Matias, Ehud Rivlin:
Detecting Deficient Coverage in Colonoscopies. 3451-3462 - Xipan Li, Shuangyang Zhang, Jian Wu, Shixian Huang, Qianjin Feng, Li Qi, Wufan Chen:
Multispectral Interlaced Sparse Sampling Photoacoustic Tomography. 3463-3474 - Maryam Samieinasab, Zahra Amini, Hossein Rabbani:
Multivariate Statistical Modeling of Retinal Optical Coherence Tomography. 3475-3487 - Christopher Syben, Bernhard Stimpel, Philipp Roser, Arnd Dörfler, Andreas K. Maier:
Known Operator Learning Enables Constrained Projection Geometry Conversion: Parallel to Cone-Beam for Hybrid MR/X-Ray Imaging. 3488-3498 - Cristina González-Gonzalo, Bart Liefers, Bram van Ginneken, Clara I. Sánchez:
Iterative Augmentation of Visual Evidence for Weakly-Supervised Lesion Localization in Deep Interpretability Frameworks: Application to Color Fundus Images. 3499-3511 - Hongki Lim, Il Yong Chun, Yuni K. Dewaraja, Jeffrey A. Fessler:
Improved Low-Count Quantitative PET Reconstruction With an Iterative Neural Network. 3512-3522 - Ayush Singh, Seyed Sadegh Mohseni Salehi, Ali Gholipour:
Deep Predictive Motion Tracking in Magnetic Resonance Imaging: Application to Fetal Imaging. 3523-3534 - Peng Hu, Lei Li, Li Lin, Lihong V. Wang:
Spatiotemporal Antialiasing in Photoacoustic Computed Tomography. 3535-3547 - Nadine Gdaniec, Marija Boberg, Martin Möddel, Patryk Szwargulski, Tobias Knopp:
Suppression of Motion Artifacts Caused by Temporally Recurring Tracer Distributions in Multi-Patch Magnetic Particle Imaging. 3548-3558 - Soumya Goswami, Rifat Ahmed, Siladitya Khan, Marvin M. Doyley, Stephen A. McAleavey:
Shear Induced Non-Linear Elasticity Imaging: Elastography for Compound Deformations. 3559-3570 - Yoseob Han, Junyoung Kim, Jong Chul Ye:
Differentiated Backprojection Domain Deep Learning for Conebeam Artifact Removal. 3571-3582 - Luyang Luo, Lequan Yu, Hao Chen, Quande Liu, Xi Wang, Jiaqi Xu, Pheng-Ann Heng:
Deep Mining External Imperfect Data for Chest X-Ray Disease Screening. 3583-3594 - Jordina Torrents-Barrena, Gemma Piella, Brenda Valenzuela-Alcaraz, Eduard Gratacós, Elisenda Eixarch, Mario Ceresa, Miguel Ángel González Ballester:
TTTS-STgan: Stacked Generative Adversarial Networks for TTTS Fetal Surgery Planning Based on 3D Ultrasound. 3595-3606 - Khoi Minh Huynh, Tiantian Xu, Ye Wu, Xifeng Wang, Geng Chen, Haiyong Wu, Kim-Han Thung, Weili Lin, Dinggang Shen, Pew-Thian Yap:
Probing Tissue Microarchitecture of the Baby Brain via Spherical Mean Spectrum Imaging. 3607-3618 - Xi Fang, Pingkun Yan:
Multi-Organ Segmentation Over Partially Labeled Datasets With Multi-Scale Feature Abstraction. 3619-3629 - Danyang Li, Dong Zeng, Sui Li, Yongshuai Ge, Zhaoying Bian, Jing Huang, Jianhua Ma:
MDM-PCCT: Multiple Dynamic Modulations for High-Performance Spectral PCCT Imaging. 3630-3642 - Ivan Olefir, Stratis Tzoumas, Courtney Restivo, Pouyan Mohajerani, Lei Xing, Vasilis Ntziachristos:
Deep Learning-Based Spectral Unmixing for Optoacoustic Imaging of Tissue Oxygen Saturation. 3643-3654 - Hui Qu, Pengxiang Wu, Qiaoying Huang, Jingru Yi, Zhennan Yan, Kang Li, Gregory M. Riedlinger, Subhajyoti De, Shaoting Zhang, Dimitris N. Metaxas:
Weakly Supervised Deep Nuclei Segmentation Using Partial Points Annotation in Histopathology Images. 3655-3666 - Alexander Preuhs, Michael Manhart, Philipp Roser, Elisabeth Hoppe, Yixing Huang, Marios Psychogios, Markus Kowarschik, Andreas K. Maier:
Appearance Learning for Image-Based Motion Estimation in Tomography. 3667-3678 - Tom Eelbode, Jeroen Bertels, Maxim Berman, Dirk Vandermeulen, Frederik Maes, Raf Bisschops, Matthew B. Blaschko:
Optimization for Medical Image Segmentation: Theory and Practice When Evaluating With Dice Score or Jaccard Index. 3679-3690 - Siyuan Liu, Kim-Han Thung, Weili Lin, Dinggang Shen, Pew-Thian Yap:
Hierarchical Nonlocal Residual Networks for Image Quality Assessment of Pediatric Diffusion MRI With Limited and Noisy Annotations. 3691-3702 - Nathan Painchaud, Youssef Skandarani, Thierry Judge, Olivier Bernard, Alain Lalande, Pierre-Marc Jodoin:
Cardiac Segmentation With Strong Anatomical Guarantees. 3703-3713 - Hein de Hoop, Niels J. Petterson, Frans N. van de Vosse, Marc R. H. M. van Sambeek, Hans-Martin Schwab, Richard G. P. Lopata:
Multiperspective Ultrasound Strain Imaging of the Abdominal Aorta. 3714-3724 - Maël Millardet, Saïd Moussaoui, Diana Mateus, Jérôme Idier, Thomas Carlier:
Local-Mean Preserving Post-Processing Step for Non-Negativity Enforcement in PET Imaging: Application to 90Y-PET. 3725-3736 - Oscar van der Heide, Alessandro Sbrizzi, Cornelis A. T. van den Berg:
Accelerated MR-STAT Reconstructions Using Sparse Hessian Approximations. 3737-3748 - Greg Stortz, Lindsay S. Cahill, Anjana Ravi Chandran, Ahmet Baschat, John G. Sled, Christopher K. Macgowan:
Quantification of Wave Reflection in the Human Umbilical Artery From Asynchronous Doppler Ultrasound Measurements. 3749-3757 - Yitian Zhao, Jiong Zhang, Ella Pereira, Yalin Zheng, Pan Su, Jianyang Xie, Yifan Zhao, Yonggang Shi, Hong Qi, Jiang Liu, Yonghuai Liu:
Corrections to "Automated Tortuosity Analysis of Nerve Fibers in Corneal Confocal Microscopy". 3758
Volume 39, Number 12, December 2020
- Simon Procz, Gerardo A. Roque, Carlos A. Ávila, Jorge Racedo, Roberto Rueda, Ivan Santos, Michael Fiederle:
Investigation of CdTe, GaAs, Se and Si as Sensor Materials for Mammography. 3766-3778 - Wenxuan Liang, Hyeon-Cheol Park, Kaiyan Li, Ang Li, Defu Chen, Honghua Guan, Yuanlei Yue, Yung-Tian A. Gau, Dwight E. Bergles, Ming-Jun Li, Hui Lu, Xingde Li:
Throughput-Speed Product Augmentation for Scanning Fiber-Optic Two-Photon Endomicroscopy. 3779-3787 - Hongliang Li, Jonathan Porée, Boris Chayer, Marie-Hélène Roy Cardinal, Guy Cloutier:
Parameterized Strain Estimation for Vascular Ultrasound Elastography With Sparse Representation. 3788-3800 - Dong Liu, Danny Smyl, Danping Gu, Jiangfeng Du:
Shape-Driven Difference Electrical Impedance Tomography. 3801-3812 - Agostina J. Larrazabal, César Ernesto Martínez, Ben Glocker, Enzo Ferrante:
Post-DAE: Anatomically Plausible Segmentation via Post-Processing With Denoising Autoencoders. 3813-3820 - Nathan McDannold, P. Jason White, G. Rees Cosgrove:
Using Phase Data From MR Temperature Imaging to Visualize Anatomy During MRI-Guided Focused Ultrasound Neurosurgery. 3821-3830 - Chengtao Peng, Bin Li, Peixian Liang, Jian Zheng, Yizhe Zhang, Bensheng Qiu, Danny Z. Chen:
A Cross-Domain Metal Trace Restoring Network for Reducing X-Ray CT Metal Artifacts. 3831-3842 - Yi-Jie Huang, Weiping Liu, Xiuying Wang, Qu Fang, Renzhen Wang, Yi Wang, Huai Chen, Hao Chen, Deyu Meng, Lisheng Wang:
Rectifying Supporting Regions With Mixed and Active Supervision for Rib Fracture Recognition. 3843-3854 - Jihwan Youn, Martin Lind Ommen, Matthias Bo Stuart, Erik Vilain Thomsen, Niels Bent Larsen, Jørgen Arendt Jensen:
Detection and Localization of Ultrasound Scatterers Using Convolutional Neural Networks. 3855-3867 - Alireza Mehrtash, William M. Wells III, Clare M. Tempany, Purang Abolmaesumi, Tina Kapur:
Confidence Calibration and Predictive Uncertainty Estimation for Deep Medical Image Segmentation. 3868-3878 - Chenyang Zhao, Thomas Martin, Xingfeng Shao, Jeffry R. Alger, Vinay A. Duddalwar, Danny J. J. Wang:
Low Dose CT Perfusion With K-Space Weighted Image Average (KWIA). 3879-3890 - Florian Schaff, Kaye S. Morgan, James A. Pollock, Linda C. P. Croton, Stuart B. Hooper, Marcus J. Kitchen:
Material Decomposition Using Spectral Propagation-Based Phase-Contrast X-Ray Imaging. 3891-3899 - Minyoung Chung, Jingyu Lee, Wisoo Song, Youngchan Song, Il-Hyung Yang, Jeongjin Lee, Yeong-Gil Shin:
Automatic Registration Between Dental Cone-Beam CT and Scanned Surface via Deep Pose Regression Neural Networks and Clustered Similarities. 3900-3909 - Kian Shaker, Carmen Vogt, Yurika Katsu-Jiménez, Raoul V. Kuiper, Kenth Andersson, Yuyang Li, Jakob C. Larsson, Aida Rodriguez-Garcia, Muhammet S. Toprak, Marie Arsenian-Henriksson, Hans M. Hertz:
Longitudinal In-Vivo X-Ray Fluorescence Computed Tomography With Molybdenum Nanoparticles. 3910-3919 - Li Xiao, Chunlong Luo, Tianqi Yu, Yufan Luo, Manqing Wang, Fuhai Yu, Yinhao Li, Chan Tian, Jie Qiao:
DeepACEv2: Automated Chromosome Enumeration in Metaphase Cell Images Using Deep Convolutional Neural Networks. 3920-3932 - Abdul Haseeb Ahmed, Ruixi Zhou, Yang Yang, Prashant Nagpal, Michael Salerno, Mathews Jacob:
Free-Breathing and Ungated Dynamic MRI Using Navigator-Less Spiral SToRM. 3933-3943 - Chuanbin Liu, Hongtao Xie, Sicheng Zhang, Zhendong Mao, Jun Sun, Yongdong Zhang:
Misshapen Pelvis Landmark Detection With Local-Global Feature Learning for Diagnosing Developmental Dysplasia of the Hip. 3944-3954 - Iris A. M. Huijben, Bastiaan S. Veeling, Kees Janse, Massimo Mischi, Ruud J. G. van Sloun:
Learning Sub-Sampling and Signal Recovery With Applications in Ultrasound Imaging. 3955-3966 - Ben Luijten, Regev Cohen, Frederik J. de Bruijn, Harold A. W. Schmeitz, Massimo Mischi, Yonina C. Eldar, Ruud J. G. van Sloun:
Adaptive Ultrasound Beamforming Using Deep Learning. 3967-3978 - Prashant Pandey, Prathosh A. P., Vinay Kyatham, Deepak Mishra, Tathagato Rai Dastidar:
Target-Independent Domain Adaptation for WBC Classification Using Generative Latent Search. 3979-3991 - Weimin Zhou, Hua Li, Mark A. Anastasio:
Approximating the Ideal Observer for Joint Signal Detection and Localization Tasks by use of Supervised Learning Methods. 3992-4000 - Ilkay Öksüz, James R. Clough, Bram Ruijsink, Esther Puyol-Antón, Aurélien Bustin, Gastão Cruz, Claudia Prieto, Andrew P. King, Julia A. Schnabel:
Deep Learning-Based Detection and Correction of Cardiac MR Motion Artefacts During Reconstruction for High-Quality Segmentation. 4001-4010 - Julia M. H. Noothout, Bob D. de Vos, Jelmer M. Wolterink, Elbrich M. Postma, Paul A. M. Smeets, Richard A. P. Takx, Tim Leiner, Max A. Viergever, Ivana Isgum:
Deep Learning-Based Regression and Classification for Automatic Landmark Localization in Medical Images. 4011-4022 - Xiaomeng Li, Mengyu Jia, Md Tauhidul Islam, Lequan Yu, Lei Xing:
Self-Supervised Feature Learning via Exploiting Multi-Modal Data for Retinal Disease Diagnosis. 4023-4033 - Jie Zhao, Xuejin Chen, Zhiwei Xiong, Dong Liu, Junjie Zeng, Chaoyu Xie, Yueyi Zhang, Zheng-Jun Zha, Guoqiang Bi, Feng Wu:
Neuronal Population Reconstruction From Ultra-Scale Optical Microscopy Images via Progressive Learning. 4034-4046 - Xiaohan Xing, Yixuan Yuan, Max Q.-H. Meng:
Zoom in Lesions for Better Diagnosis: Attention Guided Deformation Network for WCE Image Classification. 4047-4059 - Imran M. Saied, Tughrul Arslan, Siddharthan Chandran, Colin Smith, Tara Spires-Jones, Suvankar Pal:
Non-Invasive RF Technique for Detecting Different Stages of Alzheimer's Disease and Imaging Beta-Amyloid Plaques and Tau Tangles in the Brain. 4060-4070 - Jue Jiang, Yu-Chi Hu, Neelam Tyagi, Andreas Rimner, Nancy Lee, Joseph O. Deasy, Sean Berry, Harini Veeraraghavan:
PSIGAN: Joint Probabilistic Segmentation and Image Distribution Matching for Unpaired Cross-Modality Adaptation-Based MRI Segmentation. 4071-4084 - Talles Batista Rattis Santos, Rafael Mikio Nakanishi, Jari P. Kaipio, Jennifer L. Mueller, Raul Gonzalez Lima:
Introduction of Sample Based Prior into the D-Bar Method Through a Schur Complement Property. 4085-4093 - Ana M. Mota, Matthew J. Clarkson, Pedro Almeida, Nuno Matela:
An Enhanced Visualization of DBT Imaging Using Blind Deconvolution and Total Variation Minimization Regularization. 4094-4101 - Jinxi Xiang, Yonggui Dong, Yunjie Yang:
Multi-Frequency Electromagnetic Tomography for Acute Stroke Detection Using Frequency-Constrained Sparse Bayesian Learning. 4102-4112 - Javid Abderezaei, John Martinez, Itamar Terem, Gloria Fabris, Aymeric Pionteck, Yang Yang, Samantha J. Holdsworth, Kambiz Nael, Mehmet Kurt:
Amplified Flow Imaging (aFlow): A Novel MRI-Based Tool to Unravel the Coupled Dynamics Between the Human Brain and Cerebrovasculature. 4113-4123 - Simon Graham, David B. A. Epstein, Nasir M. Rajpoot:
Dense Steerable Filter CNNs for Exploiting Rotational Symmetry in Histology Images. 4124-4136 - Dan Hu, Han Zhang, Zhengwang Wu, Fan Wang, Li Wang, J. Keith Smith, Weili Lin, Gang Li, Dinggang Shen:
Disentangled-Multimodal Adversarial Autoencoder: Application to Infant Age Prediction With Incomplete Multimodal Neuroimages. 4137-4149 - Risheng Liu, Yuxi Zhang, Shichao Cheng, Zhongxuan Luo, Xin Fan:
A Deep Framework Assembling Principled Modules for CS-MRI: Unrolling Perspective, Convergence Behaviors, and Practical Modeling. 4150-4163 - Can Baris Top, Alper Güngör:
Tomographic Field Free Line Magnetic Particle Imaging With an Open-Sided Scanner Configuration. 4164-4173 - Shuxin Wang, Shilei Cao, Zhizhong Chai, Dong Wei, Kai Ma, Liansheng Wang, Yefeng Zheng:
Conquering Data Variations in Resolution: A Slice-Aware Multi-Branch Decoder Network. 4174-4185 - Aniket Pramanik, Hemant Kumar Aggarwal, Mathews Jacob:
Deep Generalization of Structured Low-Rank Algorithms (Deep-SLR). 4186-4197 - Haoran Jin, Zesheng Zheng, Siyu Liu, Yuanjin Zheng:
Evaluation of Reconstruction Methodology for Helical Scan Guided Photoacoustic Endoscopy. 4198-4208 - Navid Zeraatkar, Kesava S. Kalluri, Benjamin Auer, Arda Könik, Timothy J. Fromme, Lars R. Furenlid, Phillip H. Kuo, Michael A. King:
Investigation of Axial and Angular Sampling in Multi-Detector Pinhole-SPECT Brain Imaging. 4209-4224 - Boris Eberhardt, Benedikt A. Poser, N. Jon Shah, Jörg Felder:
Application of Evolution Strategies to the Design of SAR Efficient Parallel Transmit Multi-Spoke Pulses for Ultra-High Field MRI. 4225-4236 - Shujun Wang, Lequan Yu, Kang Li, Xin Yang, Chi-Wing Fu, Pheng-Ann Heng:
DoFE: Domain-Oriented Feature Embedding for Generalizable Fundus Image Segmentation on Unseen Datasets. 4237-4248 - Heran Yang, Jian Sun, Aaron Carass, Can Zhao, Junghoon Lee, Jerry L. Prince, Zongben Xu:
Unsupervised MR-to-CT Synthesis Using Structure-Constrained CycleGAN. 4249-4261 - Gozde Nur Gunesli, Cenk Sokmensuer, Cigdem Gunduz Demir:
AttentionBoost: Learning What to Attend for Gland Segmentation in Histopathological Images by Boosting Fully Convolutional Networks. 4262-4273 - Fuping Wu, Xiahai Zhuang:
CF Distance: A New Domain Discrepancy Metric and Application to Explicit Domain Adaptation for Cross-Modality Cardiac Image Segmentation. 4274-4285 - Ruixiang Chen, Lin Yao, Kaiyuan Liu, Tongtong Cao, Huakun Li, Peng Li:
Improvement of Decorrelation-Based OCT Angiography by an Adaptive Spatial-Temporal Kernel in Monitoring Stimulus-Evoked Hemodynamic Responses. 4286-4296 - Yasin Almalioglu, Kutsev Bengisu Ozyoruk, Abdulkadir Gokce, Kagan Incetan, Guliz Irem Gokceler, Muhammed Ali Simsek, Kivanc Ararat, Richard J. Chen, Nicholas J. Durr, Faisal Mahmood, Mehmet Turan:
EndoL2H: Deep Super-Resolution for Capsule Endoscopy. 4297-4309 - Ferdia Sherry, Martin Benning, Juan Carlos de los Reyes, Martin J. Graves, Georg Maierhofer, Guy B. Williams, Carola-Bibiane Schönlieb, Matthias Joachim Ehrhardt:
Learning the Sampling Pattern for MRI. 4310-4321 - Dong Zhang, Guang Yang, Shu Zhao, Yanping Zhang, Dhanjoo N. Ghista, Heye Zhang, Shuo Li:
Direct Quantification of Coronary Artery Stenosis Through Hierarchical Attentive Multi-View Learning. 4322-4334 - Jochen Franke, Nicoleta Baxan, Heinrich Lehr, Ulrich Heinen, Sebastian Reinartz, Jörg Schnorr, Michael Heidenreich, Fabian Kiessling, Volkmar Schulz:
Hybrid MPI-MRI System for Dual-Modal In Situ Cardiovascular Assessments of Real-Time 3D Blood Flow Quantification - A Pre-Clinical In Vivo Feasibility Investigation. 4335-4345 - Huy Hoang Nguyen, Simo Saarakkala, Matthew B. Blaschko, Aleksei Tiulpin:
Semixup: In- and Out-of-Manifold Regularization for Deep Semi-Supervised Knee Osteoarthritis Severity Grading From Plain Radiographs. 4346-4356 - Shouchang Guo, Jeffrey A. Fessler, Douglas C. Noll:
High-Resolution Oscillating Steady-State fMRI Using Patch-Tensor Low-Rank Reconstruction. 4357-4368 - Yachao Zhang, Lidai Wang:
Video-Rate Ring-Array Ultrasound and Photoacoustic Tomography. 4369-4375 - Philippe Schucht, Hee Ryung Lee, Hachem Mohammed Mezouar, Ekkehard Hewer, Andreas Raabe, Michael Murek, Irena Zubak, Johannes Goldberg, Enikö Kövari, Angelo Pierangelo, Tatiana Novikova:
Visualization of White Matter Fiber Tracts of Brain Tissue Sections With Wide-Field Imaging Mueller Polarimetry. 4376-4382 - Gabriela Torres, Tomasz J. Czernuszewicz, Jonathon W. Homeister, Mark A. Farber, Melissa C. Caughey, Caterina M. Gallippi:
Carotid Plaque Fibrous Cap Thickness Measurement by ARFI Variance of Acceleration: In Vivo Human Results. 4383-4390 - Dongmyung Shin, Sooyeon Ji, Doo-Hee Lee, Jieun Lee, Se-Hong Oh, Jongho Lee:
Deep Reinforcement Learning Designed Shinnar-Le Roux RF Pulse Using Root-Flipping: DeepRFSLR. 4391-4400 - Ye Li, Jo Lee, Xiaojing Long, Yangzi Qiao, Teng Ma, Qiang He, Peng Cao, Xiaoliang Zhang, Hairong Zheng:
A Magnetic Resonance-Guided Focused Ultrasound Neuromodulation System With a Whole Brain Coil Array for Nonhuman Primates at 3 T. 4401-4412 - Jianbo Jiao, Ana I. L. Namburete, Aris T. Papageorghiou, J. Alison Noble:
Self-Supervised Ultrasound to MRI Fetal Brain Image Synthesis. 4413-4424 - Woowon Lee, Amir Ostadi Moghaddam, Zixi Lin, Barbara L. McFarlin, Amy J. Wagoner Johnson, Kimani C. Toussaint:
Quantitative Classification of 3D Collagen Fiber Organization From Volumetric Images. 4425-4435 - Clement Papadacci, Victor Finel, Olivier Villemain, Mickaël Tanter, Mathieu Pernot:
4D Ultrafast Ultrasound Imaging of Naturally Occurring Shear Waves in the Human Heart. 4436-4444 - Tao Zhang, Li Zhang, Zhiqiang Chen, Yuxiang Xing, Hewei Gao:
Fourier Properties of Symmetric-Geometry Computed Tomography and Its Linogram Reconstruction With Neural Network. 4445-4457
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