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ORCIDJournal of the American Medical Informatics Association, Volume 30
Volume 30, Number 1, December 2022
- Suzanne Bakken
, Christina Baker:
Measurement and automation of workflows for improved clinician interaction: upgrading EHRs for 21st century healthcare value. 1-2 - Carolyn Petersen, Eta S. Berner, Anthony Cardillo, Kate Fultz Hollis, Kenneth W. Goodman, Ross Koppel, Diane M. Korngiebel, Christoph U. Lehmann, Anthony E. Solomonides, Vignesh Subbian:
AMIA's code of professional and ethical conduct 2022. 3-7 - Christian Rose, Robert Thombley, Morteza Noshad, Yun Lu, Heather A Clancy, David Schlessinger, Ron C. Li, Vincent X. Liu, Jonathan H. Chen, Julia Adler-Milstein:
Team is brain: leveraging EHR audit log data for new insights into acute care processes. 8-15 - Shannon K. S. Kroes, Matthijs van Leeuwen, Rolf H. H. Groenwold, Mart P. Janssen:
Generating synthetic mixed discrete-continuous health records with mixed sum-product networks. 16-25 - Andrea L. Hartzler, Lauren E. Bartlett, Mara R. Hobler, Nick Reid, Joseph B. Pryor, Siddhartha G. Kapnadak, Donna L. Berry, William B. Lober, Christopher H. Goss, Kathleen J. Ramos, Jordan Dunitz, Milene Saavedra, Joseph M. Pilewski, Cynthia D. Brown, Shijing Jia, Edmund H. Sears, Isabel Neuringer, Hari M. Polenakovik, Cynthia Tsai:
Take on transplant: human-centered design of a patient education tool to facilitate informed discussions about lung transplant among people with cystic fibrosis. 26-37 - Ameen Eetemadi, Ilias Tagkopoulos:
Algorithmic lifestyle optimization. 38-45 - William Armero, Kathryn J. Gray, Kara G. Fields, Naida M. Cole, David W. Bates, Vesela P. Kovacheva:
A survey of pregnant patients' perspectives on the implementation of artificial intelligence in clinical care. 46-53 - Le Peng, Gaoxiang Luo, Andrew Walker, Zachary Zaiman, Emma K. Jones, Hemant Gupta, Kristopher Kersten, John L. Burns, Christopher A. Harle, Tanja Magoc, Benjamin Shickel, Scott D. Steenburg, Tyler J. Loftus, Genevieve B. Melton, Judy Wawira Gichoya, Ju Sun, Christopher J. Tignanelli:
Evaluation of federated learning variations for COVID-19 diagnosis using chest radiographs from 42 US and European hospitals. 54-63 - Douglas A. Murad, Yusuke Tsugawa, David Elashoff, Kevin M. Baldwin, Douglas S. Bell:
Distinct components of alert fatigue in physicians' responses to a noninterruptive clinical decision support alert. 64-72 - Ashley C. Griffin, Lara K. Troszak, James Van Campen, Amanda M. Midboe, Donna M. Zulman:
Tablet distribution to veterans: an opportunity to increase patient portal adoption and use. 73-82 - Kellan E. Baker, D'lane Compton, Ethan D. Fechter-Leggett, Chris Grasso, Clair A. Kronk:
Will clinical standards not be part of the choir? Harmonization between the HL7 gender harmony project model and the NASEM measuring sex, gender identity, and sexual orientation report in the United States. 83-93 - Xian Zeng, Shanshan Shi, Yuhan Sun, Yuqing Feng, Linhua Tan, Ru Lin, Jianhua Li, Huilong Duan, Qiang Shu, Haomin Li:
A time-aware attention model for prediction of acute kidney injury after pediatric cardiac surgery. 94-102 - Václav Papez, Maxim Moinat, Erica A. Voss, Sofia Bazakou, Anne Van Winzum, Alessia Peviani, Stefan Payralbe, Elena Garcia Lara, Michael Kallfelz, Folkert W. Asselbergs, Daniel Prieto-Alhambra, Richard J. B. Dobson, Spiros C. Denaxas:
Transforming and evaluating the UK Biobank to the OMOP Common Data Model for COVID-19 research and beyond. 103-111 - Raissa Souza, Pauline Mouches, Matthias Wilms, Anup Tuladhar, Sönke Langner, Nils D. Forkert:
An analysis of the effects of limited training data in distributed learning scenarios for brain age prediction. 112-119 - Siru Liu, Joseph J. Schlesinger, Allison B. McCoy, Thomas J. Reese, Bryan D. Steitz, Elise M. Russo, Brian Koh, Adam Wright:
New onset delirium prediction using machine learning and long short-term memory (LSTM) in electronic health record. 120-131 - Jenny Q. Nguyen, Kristine R. Crews, Ben T. Moore, Nancy M. Kornegay, Donald K. Baker, Murad Hasan, Patrick K. Campbell, Shannon M. Dean, Mary V. Relling, James M. Hoffman, Cyrine E. Haidar:
Clinician adherence to pharmacogenomics prescribing recommendations in clinical decision support alerts. 132-138 - Allison J. Hare, Jacqueline M. Soegaard Ballester, Peter E. Gabriel, Srinath Adusumalli, Clarence William Hanson:
Training digital natives to transform healthcare: a 5-tiered approach for integrating clinical informatics into undergraduate medical education. 139-143 - Adam Rule, Edward R. Melnick, Nate C. Apathy:
Using event logs to observe interactions with electronic health records: an updated scoping review shows increasing use of vendor-derived measures. 144-154 - Ellen Wright Clayton, Peter J. Embí, Bradley A. Malin:
Dobbs and the future of health data privacy for patients and healthcare organizations. 155-160 - Raman R. Khanna, Sara G. Murray, Timothy Wen, Kirsten Salmeen, Tushani Illangasekare, Nerys Benfield, Julia Adler-Milstein, Lucia Savage:
Protecting reproductive health information in the post-Roe era: interoperability strategies for healthcare institutions. 161-166 - Thomas George Kannampallil, Julia Adler-Milstein:
Using electronic health record audit log data for research: insights from early efforts. 167-171 - Genevieve B. Melton, James J. Cimino, Christoph U. Lehmann, Patricia Sengstack, Joshua C. Smith, William M. Tierney, Randolph A. Miller:
Do electronic health record systems "dumb down" clinicians? 172-177 - Alan H. Morris, Christopher Horvat, Brian Stagg, David W. Grainger, Michael Lanspa, James Orme, Terry P. Clemmer, Lindell K. Weaver, Frank Thomas, Colin K. Grissom, Ellie Hirshberg, Thomas D. East, Carrie Jane Wallace, Michael P. Young, Dean F. Sittig, Mary Suchyta, James E. Pearl, Antinio Pesenti, Michela Bombino, Eduardo Beck, Katherine A. Sward, Charlene R. Weir, Shobha Phansalkar, Gordon R. Bernard, B. Taylor Thompson, Roy Brower, Jonathon D. Truwit, Jay S. Steingrub, R. Duncan Hite, Douglas F. Willson, Jerry J. Zimmerman, Vinay Nadkarni, Adrienne G. Randolph, Martha A. Q. Curley, Christopher J. L. Newth, Jacques Lacroix, Michael S. D. Agus, Kang Hoe Lee, Bennett P. deBoisblanc, Frederick Alan Moore, R. Scott Evans, Dean K. Sorenson, Anthony Wong, Michael V. Boland, Willard H. Dere, Alan S. Crandall, Julio C. Facelli, Stanley M. Huff, Peter J. Haug, Ulrike Pielmeier, Stephen Edward Rees, Dan S. Karbing, Steen Andreassen, Eddy Fan, Roberta M. Goldring, Kenneth I Berger, Beno W. Oppenheimer, Eugene Wesley Ely, Brian W. Pickering, David A. Schoenfeld, Irena Tocino, Russell S. Gonnering, Peter J. Pronovost, Lucy A. Savitz, Didier Dreyfuss, Arthur S. Slutsky, James D. Crapo, Michael R. Pinsky, Brent James, Donald M. Berwick:
Computer clinical decision support that automates personalized clinical care: a challenging but needed healthcare delivery strategy. 178-194 - Teresa Zayas-Cabán, Tracy H. Okubo, Steven Posnack:
Priorities to accelerate workflow automation in health care. 195-201 - William T. Quach, Chi H. Le, Michael G. Clark, Evonne McArthur, Jessica S. Ancker, Cynthia S. Gadd, Kevin B. Johnson:
Engaging the next generation of physician-informaticians through early exposure to the field: successes and challenges associated with starting a novel clinical informatics interest group. 202-205 - Brian S. Alper:
EBMonFHIR-based tools and initiatives to support clinical research. 206-207 - Correction to: Dobbs and the future of health data privacy for patients and healthcare organizations. 208
- Correction to: Research data warehouse best practices: catalyzing national data sharing through informatics innovation. 209
Volume 30, Number 2, January 2023
- Suzanne Bakken:
Advancing phenotyping through informatics innovation. 211-212 - Bashir Hamidi, Patrick A. Flume, Kit N. Simpson, Alexander V. Alekseyenko:
Not all phenotypes are created equal: covariates of success in e-phenotype specification. 213-221 - Musaab Elkheder, Arturo Gonzalez-Izquierdo, Muhammad Qummer Ul Arfeen, Valerie Kuan, R. Thomas Lumbers, Spiros C. Denaxas, Anoop D. Shah:
Translating and evaluating historic phenotyping algorithms using SNOMED CT. 222-232 - Vern Eric Kerchberger, Josh F. Peterson, Wei-Qi Wei:
Scanning the medical phenome to identify new diagnoses after recovery from COVID-19 in a US cohort. 233-244 - Lu Yang, Sheng Wang, Russ B. Altman:
POPDx: an automated framework for patient phenotyping across 392 246 individuals in the UK Biobank study. 245-255 - Casey N. Ta, Jason E. Zucker, Po-Hsiang Chiu, Yilu Fang, Karthik Natarajan, Chunhua Weng:
Clinical and temporal characterization of COVID-19 subgroups using patient vector embeddings of electronic health records. 256-272 - Ronald Wihal Oei, Wynne Hsu, Mong-Li Lee, Ngiap Chuan Tan:
Using similar patients to predict complication in patients with diabetes, hypertension, and lipid disorder: a domain knowledge-infused convolutional neural network approach. 273-281 - Tianmai M. Zhang, Mari Millery, Alejandra N. Aguirre, Rita Kukafka:
A randomized controlled trial of generic and localized MedlinePlus-based information resources for hard-to-reach urban Hispanic community. 282-291 - Ari J. Smith, Brian W. Patterson, Michael S. Pulia, John Mayer, Rebecca J. Schwei, Radha Nagarajan, Frank Liao, Manish N. Shah, Justin J. Boutilier:
Multisite evaluation of prediction models for emergency department crowding before and during the COVID-19 pandemic. 292-300 - Clement J. McDonald, Seo H. Baik, Zhaonian Zheng, Liz Amos, Xiaocheng Luan, Keith Marsolo, Laura G. Qualls:
Mis-mappings between a producer's quantitative test codes and LOINC codes and an algorithm for correcting them. 301-307 - Chelsea Richwine, Christian Johnson, Vaishali Patel:
Disparities in patient portal access and the role of providers in encouraging access and use. 308-317 - Pierre J. Chambon, Christopher Wu, Jackson M. Steinkamp, Jason Adleberg, Tessa Sundaram Cook, Curtis P. Langlotz:
Automated deidentification of radiology reports combining transformer and "hide in plain sight" rule-based methods. 318-328 - Maxwell A. Weinzierl, Sanda M. Harabagiu:
Epidemic Question Answering: question generation and entailment for Answer Nugget discovery. 329-339 - Yikuan Li, Ramsey M. Wehbe, Faraz S. Ahmad, Hanyin Wang, Yuan Luo:
A comparative study of pretrained language models for long clinical text. 340-347 - Ravi B. Parikh, Yichen Zhang, Likhitha Kolla, Corey Chivers, Katherine R. Courtright, Jingsan Zhu, Amol S. Navathe, Jinbo Chen:
Performance drift in a mortality prediction algorithm among patients with cancer during the SARS-CoV-2 pandemic. 348-354 - Nate C. Apathy, Allison J. Hare, Sarah Fendrich, Dori A. Cross:
I had not time to make it shorter: an exploratory analysis of how physicians reduce note length and time in notes. 355-360 - Joshua Hatherley, Robert Sparrow:
Diachronic and synchronic variation in the performance of adaptive machine learning systems: the ethical challenges. 361-366 - Siyue Yang, Paul Varghese, Ellen Stephenson, Karen Tu, Jessica L. Gronsbell:
Machine learning approaches for electronic health records phenotyping: a methodical review. 367-381 - Didi Surian, Ying Wang, Enrico W. Coiera, Farah Magrabi:
Using automated methods to detect safety problems with health information technology: a scoping review. 382-392 - Siaw-Teng Liaw, Myron Anthony Godinho:
Digital health and capability maturity models - a critical thematic review and conceptual synthesis of the literature. 393-406 - Understanding enterprise data warehouses to support clinical and translational research: enterprise information technology relationships, data governance, workforce, and cloud computing. 407
- Correction to: Using event logs to observe interactions with electronic health records: an updated scoping review shows increasing use of vendor-derived measures. 408
Volume 30, Number 3, February 2023
- Suzanne Bakken:
Innovative informatics interventions to improve health and health care. 409-410 - Coen Hacking, Hilde Verbeek, Jan P. H. Hamers, Sil Aarts:
The development of an automatic speech recognition model using interview data from long-term care for older adults. 411-417 - Rebecca Schnall, Gabriella Sanabria, Haomiao Jia, Hwayoung Cho, Brady Bushover, Nancy R. Reynolds, Melissa Gradilla, David C. Mohr, Sarah Ganzhorn, Susan Olender:
Efficacy of an mHealth self-management intervention for persons living with HIV: the WiseApp randomized clinical trial. 418-426 - Pascal S. Brandt, Abel N. Kho, Yuan Luo, Jennifer A. Pacheco, Theresa L. Walunas, Hakon Hakonarson, George Hripcsak, Cong Liu, Ning Shang, Chunhua Weng, Nephi Walton, David S. Carrell, Paul K. Crane, Eric B. Larson, Christopher G. Chute, Iftikhar J. Kullo, Robert J. Carroll, Joshua C. Denny, Andrea H. Ramirez, Wei-Qi Wei, Jyotishman Pathak, Laura K. Wiley, Rachel L. Richesson, Justin B. Starren, Luke V. Rasmussen:
Characterizing variability of electronic health record-driven phenotype definitions. 427-437 - Yucheng Jin, Yun Xiong, Dan Shi, Yifei Lin, Lifang He, Yao Zhang, Joseph M. Plasek, Li Zhou, David W. Bates, Chunlei Tang:
Learning from undercoded clinical records for automated International Classification of Diseases (ICD) coding. 438-446 - Keith Marsolo, Daniel Kiernan, Sengwee Toh, Jasmin Phua, Darcy Louzao, Kevin Haynes, Mark G. Weiner, Francisco Angulo, Charles Bailey, Jiang Bian, Daniel Fort, Shaun J. Grannis, Ashok Kumar Krishnamurthy, Vinit Nair, Pedro Rivera, Jonathan C. Silverstein, Maryan Zirkle, Thomas Carton:
Assessing the impact of privacy-preserving record linkage on record overlap and patient demographic and clinical characteristics in PCORnet®, the National Patient-Centered Clinical Research Network. 447-455 - Nicholas C. Wan, Ali A Yaqoob, Henry H. Ong, Juan Zhao, Wei-Qi Wei:
Evaluating resources composing the PheMAP knowledge base to enhance high-throughput phenotyping. 456-465 - James Casaletto, Melissa S. Cline, Brian H. Shirts:
Modeling the impact of data sharing on variant classification. 466-474 - Rashmie Abeysinghe, Fengbo Zheng, Elmer V. Bernstam, Jay Shi, Olivier Bodenreider, Licong Cui:
A deep learning approach to identify missing is-a relations in SNOMED CT. 475-484 - Robert H. Dolin, Bret S. E. Heale, Gil Alterovitz, Rohan Gupta, Justin Aronson, Aziz A. Boxwala, Shaileshbhai R. Gothi, David Haines, Arthur Hermann, Tonya Hongsermeier, Ammar Husami, James Jones, Frank Naeymi-Rad, Barbara Rapchak, Chandan Ravishankar, James Shalaby, May Terry, Ning Xie, Powell Zhang, Srikar Chamala:
Introducing HL7 FHIR Genomics Operations: a developer-friendly approach to genomics-EHR integration. 485-493 - Andrew L. Walker, Anna Swygert, Emily Marchi, Kelsea Lebeau, Regine Haardörfer, Melvin D. Livingston:
Growth curve modeling of virtual events and online engagement in a palliative care peer support online health community for adolescents and young adults. 494-502 - Bradley E. Iott, Julia Adler-Milstein, Laura M. Gottlieb, Matthew S. Pantell:
Characterizing the relative frequency of clinician engagement with structured social determinants of health data. 503-510 - Neetu Singh, Upkar Varshney:
Adaptive interventions for opioid prescription management and consumption monitoring. 511-528 - Henry King, Bethany Williams, Darren Treanor, Rebecca Randell:
How, for whom, and in what contexts will artificial intelligence be adopted in pathology? A realist interview study. 529-538 - Sunny S. Lou, Hanyang Liu, Derek Harford, Chenyang Lu, Thomas George Kannampallil:
Characterizing the macrostructure of electronic health record work using raw audit logs: an unsupervised action embeddings approach. 539-544 - Carrie K. Grouse, Maggie W. Waung, A Jay Holmgren, John Mongan, Aaron B. Neinstein, S. Andrew Josephson, Raman R. Khanna:
Behavioral "nudges" in the electronic health record to reduce waste and misuse: 3 interventions. 545-550 - Leslie Lenert, Jeff Jacobs, James Agnew, Wei Ding, Katie G. Kirchoff, Duncan Weatherston, Kenneth R. Deans Jr.:
VACtrac: enhancing access immunization registry data for population outreach using the Bulk Fast Healthcare Interoperable Resource (FHIR) protocol. 551-558 - Theodora Oikonomidi, Gill Norman, Laura McGarrigle, Jonathan Stokes, Sabine N. van der Veer, Dawn Dowding:
Predictive model-based interventions to reduce outpatient no-shows: a rapid systematic review. 559-569 - Meina Zhang, Linzee Zhu, Shih-Yin Lin, Keela Herr, Chih-Lin Chi, Ibrahim Demir, Karen Dunn Lopez, Nai-Ching Chi:
Using artificial intelligence to improve pain assessment and pain management: a scoping review. 570-587 - Britt W. M. van de Burgt, Arthur T. M. Wasylewicz, Bjorn Dullemond, René J. E. Grouls, Antoine C. G. Egberts, R. Arthur Bouwman, Erik M. M. Korsten:
Combining text mining with clinical decision support in clinical practice: a scoping review. 588-603 - Humairah Zainal, Joshua Kuan Tan, Xiaohui Xin, Julian Thumboo, Fong Kok Yong:
Clinical informatics training in medical school education curricula: a scoping review. 604-616 - Noy Alon, John B. Torous:
Current challenges for evaluating mobile health applications. 617-624 - Correction to: Refining Boolean queries to identify relevant studies for systematic review updates. 625
- Correction to: In with the old, in with the new: machine learning for time to event biomedical research. 626
Volume 30, Number 4, March 2023
- Yuri Quintana, Theresa A. Cullen, John H. Holmes, Ashish Joshi, David Novillo-Ortiz, Siaw-Teng Liaw:
Global Health Informatics: the state of research and lessons learned. 627-633 - William Ogallo, Irene Wanyana, Girmaw Abebe Tadesse, Catherine Wanjiru, Victor Akinwande, Steven Kabwama, Sekou Lionel Remy, Charles Wachira, Sharon Okwako, Susan Kizito, Rhoda Wanyenze, Suzanne Kiwanuka, Aisha Walcott-Bryant:
Quantifying the impact of COVID-19 on essential health services: a comparison of interrupted time series analysis using Prophet and Poisson regression models. 634-642 - Elzo Pereira Pinto Junior, Priscilla Normando, Renzo Flores-Ortiz, Muhammad Usman Afzal, Muhammad Asaad Jamil, Sergio Fernández-Bertolín, Vinícius de Araújo Oliveira, Valentina Martufi, Fernanda de Sousa, Amir Bashir, Edward Burn, Maria Yury Ichihara, Maurício Lima Barreto, Talita Duarte-Salles, Daniel Prieto-Alhambra, Haroon Hafeez, Sara Khalid:
Integrating real-world data from Brazil and Pakistan into the OMOP common data model and standardized health analytics framework to characterize COVID-19 in the Global South. 643-655 - Bing Xue, Neel Shah, Hanqing Yang, Thomas George Kannampallil, Philip Richard Orrin Payne, Chenyang Lu, Ahmed Sameh Said:
Multi-horizon predictive models for guiding extracorporeal resource allocation in critically ill COVID-19 patients. 656-667 - Karandeep Singh, Nigam H. Shah, Andrew J. Vickers:
Assessing the net benefit of machine learning models in the presence of resource constraints. 668-673 - Charles Wachira, William Ogallo, Sharon Okwako, Sekou Lionel Remy, Zipporah Bukania, Mercy Karimi Njeru, Moses Mwangi, Sharon Mokua, Wycliffe Omwanda, Daniele Ressler, Aisha Walcott-Bryant:
Analysis of user interactions with a digital health wallet for enabling care continuity in the context of an ongoing pandemic. 674-682 - Lindsey K. Jennings, Ralph Ward, Ekaterina Pekar, Elizabeth Szwast, Luke Sox, Joseph Hying, Jenna L. McCauley, Jihad S. Obeid, Leslie A. Lenert:
The effectiveness of a noninterruptive alert to increase prescription of take-home naloxone in emergency departments. 683-691 - Sigall K. Bell, Zhiyong J. Dong, Catherine M. DesRoches, Nicholas Hart, Stephen K. Liu, Brianna Mahon, Long H. Ngo, Eric J. Thomas, Fabienne C. Bourgeois:
Partnering with patients and families living with chronic conditions to coproduce diagnostic safety through OurDX: a previsit online engagement tool. 692-702 - Brian D. Tran, Kareem Latif, Tera L. Reynolds, Jihyun Park, Jennifer Elston-Lafata, Ming Tai-Seale, Kai Zheng:
"Mm-hm," "Uh-uh": are non-lexical conversational sounds deal breakers for the ambient clinical documentation technology? 703-711 - Myron Anthony Godinho, Siaw-Teng Liaw, Chipo Kanjo, Heimar F. Marin, Henrique M. G. Martins, Yuri Quintana:
Digital vaccine passports and digital health diplomacy: an online model WHO simulation. 712-717 - Alex M. Bennett, Hannes Ulrich, Philip van Damme, Joshua Wiedekopf, Alistair E. W. Johnson:
MIMIC-IV on FHIR: converting a decade of in-patient data into an exchangeable, interoperable format. 718-725 - Kylie K. Dougherty, Mollie Hobensack, Suzanne Bakken:
Scoping review of health information technology usability methods leveraged in Africa. 726-737 - Maryam Eslami Jahromi, Haleh Ayatollahi:
Utilization of telehealth to manage the Covid-19 pandemic in low- and middle-income countries: a scoping review. 738-751 - Katarzyna Czerniak, Raji Pillai, Abhi Parmar, Kavita Ramnath, Joseph Krocker, Sahiti Myneni:
A scoping review of digital health interventions for combating COVID-19 misinformation and disinformation. 752-760 - Soe Ye Yint Tun, Samaneh Madanian:
Clinical information system (CIS) implementation in developing countries: requirements, success factors, and recommendations. 761-774 - Hamish S. F. Fraser, Keyana Zahiri, Nicole Kim, Chloe Kim, Sansanee Craig:
The Global Health Informatics landscape and JAMIA. 775-780 - Mitchell J. Winkie, Vinod E. Nambudiri:
A tale of two applications: lessons learned from national LMIC COVID applications. 781-786 - Rada Hussein, Ashley C. Griffin, Adrienne Pichon, Jan Oldenburg:
A guiding framework for creating a comprehensive strategy for mHealth data sharing, privacy, and governance in low- and middle-income countries (LMICs). 787-794
Volume 30, Number 5, April 2023
- Suzanne Bakken:
Quantitative and qualitative methods advance the science of clinical workflow research. 795-796 - Amanda J. Moy, Mollie Hobensack, Kyle A. Marshall, David K. Vawdrey, Eugene Y. Kim, Kenrick D. Cato, Sarah Collins Rossetti:
Understanding the perceived role of electronic health records and workflow fragmentation on clinician documentation burden in emergency departments. 797-808 - Teresa Taft, Elizabeth Anne Rudd, Iona Thraen, Sadaf Kazi, Zoe M. Pruitt, Christopher W. Bonk, Deanna-Nicole Busog, Ella S. Franklin, Aaron Z. Hettinger, Raj M. Ratwani, Charlene R. Weir:
"Are we there yet?" Ten persistent hazards and inefficiencies with the use of medication administration technology from the perspective of practicing nurses. 809-818 - Diana Cagliero, Natalie Deuitch, Nigam Shah, Chris Feudtner, Danton Char:
A framework to identify ethical concerns with ML-guided care workflows: a case study of mortality prediction to guide advance care planning. 819-827 - Catherine J. Staes, Saldi Yusuf, Medalit Hambly, Saifon Phengphoo, Jia-Wen Guo:
Safety risks and workflow implications associated with nursing-related free-text communication orders. 828-837 - Anne Grauer, Amanda Rosen, Jo R. Applebaum, Danielle Carter, Pooja Reddy, Alexis Dal Col, Deepa Kumaraiah, Daniel J. Barchi, David C. Classen, Jason S. Adelman:
Examining medication ordering errors using AHRQ network of patient safety databases. 838-845 - Zejian (Eric) Wu, Da Xu, Paul Jen-Hwa Hu, Ting Shuo Huang:
A hierarchical multilabel graph attention network method to predict the deterioration paths of chronic hepatitis B patients. 846-858 - Anna Ostropolets, Yasser Albogami, Mitchell Conover, Juan M. Banda, William A. Baumgartner Jr., Clair Blacketer, Priyamvada Desai, Scott L. DuVall, Stephen P. Fortin, James P. Gilbert, Asieh Golozar, Joshua Ide, Andrew S. Kanter, David M. Kern, Chungsoo Kim, Lana Y. H. Lai, Chenyu Li, Feifan Liu, Kristine E. Lynch, Evan Minty, Maria Inês Neves, Ding Quan Ng, Tontel Obene, Victor Pera, Nicole Pratt, Gowtham Rao, Nadav Rappoport, Ines Reinecke, Paola Saroufim, Azza Shoaibi, Katherine Simon, Marc A. Suchard, Joel N. Swerdel, Erica A. Voss, James Weaver, Linying Zhang, George Hripcsak, Patrick B. Ryan:
Reproducible variability: assessing investigator discordance across 9 research teams attempting to reproduce the same observational study. 859-868 - Rose Gunn, Maura Pisciotta, Rachel Gold, Arwen Bunce, Katie Dambrun, Erika K. Cottrell, Danielle Hessler-Jones, Mary Middendorf, Miguel Alvarez, Lydia Giles, Laura M. Gottlieb:
Partner-developed electronic health record tools to facilitate social risk-informed care planning. 869-877 - Yizhe Xu, Agata Foryciarz, Ethan Steinberg, Nigam H. Shah:
Clinical utility gains from incorporating comorbidity and geographic location information into risk estimation equations for atherosclerotic cardiovascular disease. 878-887 - Martine Nurek, Olga Kostopoulou:
How the UK public views the use of diagnostic decision aids by physicians: a vignette-based experiment. 888-898 - Adam Wright, Richard Schreiber, David W. Bates, Skye Aaron, Angela Ai, Raja Arul Cholan, Akshay Desai, Miguel Divo, David A. Dorr, Thu-Trang T. Hickman, Salman T. Hussain, Shari Just, Brian Koh, Stuart R. Lipsitz, Dustin McEvoy, S. Trent Rosenbloom, Elise M. Russo, David Yut-Chee Ting, Asli Weitkamp, Dean F. Sittig:
A multi-site randomized trial of a clinical decision support intervention to improve problem list completeness. 899-906 - Weiyi Xia, Melissa A. Basford, Robert J. Carroll, Ellen Wright Clayton, Paul A. Harris, Murat Kantarcioglu, Yongtai Liu, Steve Nyemba, Yevgeniy Vorobeychik, Zhiyu Wan, Bradley A. Malin:
Managing re-identification risks while providing access to the All of Us research program. 907-914 - Amy E. Krefman, Farhad Ghamsari, Daniel R. Turner, Alice Lu, Martin Borsje, Colby Witherup Wood, Lucia C. Petito, Fernanda C. G. Polubriaginof, Daniel Schneider, Faraz S. Ahmad, Norrina B. Allen:
Using electronic health record data to link families: an illustrative example using intergenerational patterns of obesity. 915-922 - Hanyin Wang, Yikuan Li, Meghan R. Hutch, Adrienne S. Kline, Sebastian Otero, Leena B. Mithal, Emily S. Miller, Andrew Naidech, Yuan Luo:
Patterns of diverse and changing sentiments towards COVID-19 vaccines: a sentiment analysis study integrating 11 million tweets and surveillance data across over 180 countries. 923-931 - Josephine Nabukenya, Andrew Alunyu Egwar, Lydia N. Drumright, Agnes Rwashana Semwanga, Simon Kasasa:
Feasibility and utility of Point-of-Care electronic clinical data capture in Uganda's healthcare system: a qualitative study. 932-942 - Yuntian Liu, Jeph Herrin, Chenxi Huang, Rohan Khera, Lovedeep Singh Dhingra, Weilai Dong, Bobak J. Mortazavi, Harlan M. Krumholz, Yuan Lu:
Nonexercise machine learning models for maximal oxygen uptake prediction in national population surveys. 943-952 - Jerard Z. Kneifati-Hayek, Jo R. Applebaum, Clyde B. Schechter, Alexis Dal Col, Hojjat Salmasian, William N. Southern, Jason S. Adelman:
Effect of restricting electronic health records on clinician efficiency: substudy of a randomized clinical trial. 953-957 - Jacqueline Honerlaw, Yuk-Lam Ho, Francesca Fontin, Jeffrey Gosian, Monika Maripuri, Michael Murray, Rahul Sangar, Ashley Galloway, Andrew J. Zimolzak, Stacey B. Whitbourne, Juan P. Casas, Rachel B. Ramoni, David R. Gagnon, Tianxi Cai, Katherine P. Liao, J. Michael Gaziano, Sumitra Muralidhar, Kelly Cho:
Framework of the Centralized Interactive Phenomics Resource (CIPHER) standard for electronic health data-based phenomics knowledgebase. 958-964 - Jorge Alberto Rodriguez, Jean-Pierre Charles, David W. Bates, Courtney R. Lyles, Bonnie Southworth, Lipika Samal:
Digital healthcare equity in primary care: implementing an integrated digital health navigator. 965-970 - Nicole Gray Weiskopf, David A. Dorr, Christie Jackson, Harold P. Lehmann, Caroline A. Thompson:
Healthcare utilization is a collider: an introduction to collider bias in EHR data reuse. 971-977 - Izak A. R. Yasrebi-de Kom, Dave A. Dongelmans, Nicolette F. de Keizer, Kitty J. Jager, Martijn C. Schut, Ameen Abu-Hanna, Joanna E. Klopotowska:
Electronic health record-based prediction models for in-hospital adverse drug event diagnosis or prognosis: a systematic review. 978-988 - Leslie A. Lenert, Steven R. Lane, Ramsey M. Wehbe:
Could an artificial intelligence approach to prior authorization be more human? 989-994 - Srinivas Emani, Jorge Alberto Rodriguez, David W. Bates:
Racism and Electronic Health Records (EHRs): Perspectives for research and practice. 995-999 - Brian E. Dixon, Catherine J. Staes, Jessica Acharya, Katie S. Allen, Joel Hartsell, Theresa Cullen, Leslie Lenert, Donald W. Rucker, Harold P. Lehmann:
Enhancing the nation's public health information infrastructure: a report from the ACMI symposium. 1000-1005 - Correction to: Transforming and evaluating the UK Biobank to the OMOP Common Data Model for COVID-19 research and beyond. 1006
- Correction to: Managing re-identification risks while providing access to the All of Us research program. 1007
Volume 30, Number 6, May 2023
- Suzanne Bakken:
Informatics and data science approaches address significant public health problems. 1009-1010 - Jessica C. Acharya, Catherine J. Staes, Katie S. Allen, Joel Hartsell, Theresa A. Cullen, Leslie Lenert, Donald W. Rucker, Harold P. Lehmann, Brian E. Dixon:
Strengths, weaknesses, opportunities, and threats for the nation's public health information systems infrastructure: synthesis of discussions from the 2022 ACMI Symposium. 1011-1021 - Tian Kang, Yingcheng Sun, Jae Hyun Kim, Casey N. Ta, Adler J. Perotte, Kayla Schiffer, Mutong Wu, Yang Zhao, Nour Moustafa-Fahmy, Yifan Peng, Chunhua Weng:
EvidenceMap: a three-level knowledge representation for medical evidence computation and comprehension. 1022-1031 - Amanda R. Kube, Sanmay Das, Patrick J. Fowler:
Community- and data-driven homelessness prevention and service delivery: optimizing for equity. 1032-1041 - Shivani Mehta, William Brown III, Erin Ferguson, James Najera, Matthew S. Pantell:
The association between prescription drug monitoring programs and controlled substance prescribing: a cross-sectional study using data from 2019 National Electronic Health Records Survey. 1042-1046 - Carl G. Streed, Dana King, Chris Grasso, Sari L. Reisner, Kenneth H. Mayer, Guneet K. Jasuja, Tonia Poteat, Monica Mukherjee, Ayelet Shapira-Daniels, Howard J. Cabral, Vin Tangpricha, Michael K. Paasche-Orlow, Emelia J. Benjamin:
Validation of an administrative algorithm for transgender and gender diverse persons against self-report data in electronic health records. 1047-1055 - Amara Tariq, Lin Lancaster, Praneetha Elugunti, Eric Siebeneck, Katherine Noe, Bijan Borah, James Moriarty, Imon Banerjee, Bhavik N. Patel:
Graph convolutional network-based fusion model to predict risk of hospital acquired infections. 1056-1067 - Hannah A. Burkhardt, Xiruo Ding, Amanda Kerbrat, Katherine Anne Comtois, Trevor Cohen:
From benchmark to bedside: transfer learning from social media to patient-provider text messages for suicide risk prediction. 1068-1078 - Erin Chinn, Rohit Arora, Ramy Arnaout, Rima Arnaout:
ENRICHing medical imaging training sets enables more efficient machine learning. 1079-1090 - Sarvesh Soni, Surabhi Datta, Kirk Roberts:
quEHRy: a question answering system to query electronic health records. 1091-1102 - Rex Parsons, Robin D. Blythe, Susanna M. Cramb, Steven M. McPhail:
Integrating economic considerations into cutpoint selection may help align clinical decision support toward value-based healthcare. 1103-1113 - Eun Chan Jang, Young Min Park, Hyun Wook Han, Christopher Seungkyu Lee, Eun Seok Kang, Yu Ho Lee, Sang Min Nam:
Machine-learning enhancement of urine dipstick tests for chronic kidney disease detection. 1114-1124 - Peter Leese, Adit Anand, Andrew T. Girvin, Amin Manna, Saaya Patel, Yun Jae Yoo, Rachel Wong, Melissa A. Haendel, Christopher G. Chute, Tellen D. Bennett, Janos G. Hajagos, Emily R. Pfaff, Richard A. Moffitt:
Clinical encounter heterogeneity and methods for resolving in networked EHR data: a study from N3C and RECOVER programs. 1125-1136 - Brad Morse, Katherine K. Kim, Zixuan Xu, Cynthia G. Matsumoto, Lisa M. Schilling, Lucila Ohno-Machado, Selene S. Mak, Michelle S. Keller:
Patient and researcher stakeholder preferences for use of electronic health record data: a qualitative study to guide the design and development of a platform to honor patient preferences. 1137-1149 - Jordan Everson, Daniel Healy, Vaishali Patel:
Experiences with information blocking in the United States: a national survey of hospitals. 1150-1157 - Sivasubramanium V. Bhavani, Li Xiong, Abish Pius, Matthew W. Semler, Edward T. Qian, Philip A. Verhoef, Chad Robichaux, Craig M. Coopersmith, Matthew M. Churpek:
Comparison of time series clustering methods for identifying novel subphenotypes of patients with infection. 1158-1166 - Tsung-Ting Kuo, Anh Pham, Maxim E. Edelson, Jihoon Kim, Jason Chan, Yash Gupta, Lucila Ohno-Machado, David M. Anderson, Chandrasekar Balacha, Tyler Bath, Sally L. Baxter, Andrea Becker-Pennrich, Douglas S. Bell, Elmer V. Bernstam, Ngan Chau, Michele E. Day, Jason N. Doctor, Scott L. DuVall, Robert El-Kareh, Renato Florian, Robert W. Follett, Benjamin P. Geisler, Alessandro Ghigi, Assaf Gottlieb, Ludwig Christian G. Hinske, Zhaoxian Hu, Diana Ir, Xiaoqian Jiang, Katherine K. Kim, Tara K. Knight, Jejo D. Koola, Nelson Lee, Ulrich Mansmann, Michael E. Matheny, Daniella Meeker, Zongyang Mou, Larissa Neumann, Nghia H. Nguyen, Nick Anderson, Eunice Park, Paulina Paul, Mark J. Pletcher, Kai W. Post, Clemens Rieder, Clemens Scherer, Lisa M. Schilling, Andrey Soares, Spencer L. SooHoo, Ekin Soysal, Steven Covington, Brian Tep, Brian Toy, Baocheng Wang, Zhen R. Wu, Hua Xu, Yong K. Choi, Kai Zheng, Yujia Zhou, Rachel A Zucker:
Blockchain-enabled immutable, distributed, and highly available clinical research activity logging system for federated COVID-19 data analysis from multiple institutions. 1167-1178 - Caroline Stellmach, Julian Sass, Bernd Auber, Martin Boeker, Thomas F. Wienker, Andrew J. Heidel, Manuela Benary, Simon Schumacher, Stephan Ossowski, Frederick Klauschen, Yvonne Möller, Rita Schmutzler, Arsenij Ustjanzew, Patrick Werner, Aurelie Tomczak, Thimo Hölter, Sylvia Thun:
Creation of a structured molecular genomics report for Germany as a local adaption of HL7's Genomic Reporting Implementation Guide. 1179-1189 - Kin Wah Fung, Julia Xu, Filip Ameye, Lisa Burelle, Janice Macneil:
Mapping 3 procedure coding systems to the International Classification of Health Interventions (ICHI): coverage and challenges. 1190-1198 - Meghan Hatfield, Thai Hien Nguyen, Richard Chapman, Alayna C. Myrick, Theodore Leng, Michael Mbagwu, Shrujal Baxi, Aracelis Z. Torres, Durga S. Borkar:
Identifying the mechanism of missingness for unspecified diabetic retinopathy disease severity in the electronic health record: an IRIS® Registry analysis. 1199-1204 - Nicole M. White, Hannah E. Carter, Sanjeewa Kularatna, David N. Borg, David C. Brain, Amina Tariq, Bridget Abell, Robin D. Blythe, Steven M. McPhail:
Evaluating the costs and consequences of computerized clinical decision support systems in hospitals: a scoping review and recommendations for future practice. 1205-1218 - Aurora J. Grutman:
Use of chosen names in electronic health records to promote transgender inclusivity. 1219-1221 - Philip D. Barrison, Allen J. Flynn, Rachel L. Richesson, Marisa Conte, Zach Landis-Lewis, Peter Boisvert, Charles P. Friedman:
Knowledge infrastructure: a priority to accelerate workflow automation in health care. 1222-1223
Volume 30, Number 7, June 2023
- Suzanne Bakken:
AI in health: keeping the human in the loop. 1225-1226 - David Lyell, Ying Wang, Enrico W. Coiera, Farah Magrabi:
More than algorithms: an analysis of safety events involving ML-enabled medical devices reported to the FDA. 1227-1236 - Siru Liu, Aileen P. Wright, Barron L. Patterson, Jonathan P. Wanderer, Robert W. Turer, Scott D. Nelson, Allison B. McCoy, Dean F. Sittig, Adam Wright:
Using AI-generated suggestions from ChatGPT to optimize clinical decision support. 1237-1245 - Yizhao Zhou, Jiasheng Shi, Ronen Stein, Xiaokang Liu, Robert N. Baldassano, Christopher B. Forrest, Yong Chen, Jing Huang:
Missing data matter: an empirical evaluation of the impacts of missing EHR data in comparative effectiveness research. 1246-1256 - William W. Stead, Adam Lewis, Nunzia B. Giuse, Taneya Y. Koonce, Lisa Bastarache:
Knowledgebase strategies to aid interpretation of clinical correlation research. 1257-1265 - Mohammad Nikbakht, Asim Hossain Gazi, Jonathan Zia, Sungtae An, David Jimmy Lin, Omer T. Inan, Rishikesan Kamaleswaran:
Synthetic seismocardiogram generation using a transformer-based neural network. 1266-1273 - Ian M. Campbell, Dean J. Karavite, Morgan L. McManus, Fred C. Cusick, David C. Junod, Sarah E. Sheppard, Eli M. Lourie, Eric D. Shelov, Hakon Hakonarson, Anthony A. Luberti, Naveen Muthu, Robert W. Grundmeier:
Clinical decision support with a comprehensive in-EHR patient tracking system improves genetic testing follow up. 1274-1283 - Kristine M. Alpi, Christie L. Martin, Joseph M. Plasek, Scott M. Sittig, Catherine Arnott Smith, Elizabeth Weinfurter, Jennifer K. Wells, Rachel Wong, Robin R. Austin:
Characterizing terminology applied by authors and database producers to informatics literature on consumer engagement with wearable devices. 1284-1292 - Stan Ahalt, Paul Avillach, Rebecca R. Boyles, Kira Bradford, Steven Cox, Brandi Davis-Dusenbery, Robert L. Grossman, Ashok K. Krishnamurthy, Alisa Manning, Benedict Paten, Anthony Philippakis, Ingrid Borecki, Shu Hui Chen, Jon Kaltman, Sweta Ladwa, Chip Schwartz, Alastair Thomson, Sarah Davis, Alison Leaf, Jessica Lyons, Elizabeth Sheets, Joshua C. Bis, Matthew P. Conomos, Alessandro Culotti, Thomas N. Desain, Jack DiGiovanna, Milan Domazet, Stephanie M. Gogarten, Alba Gutiérrez-Sacristán, Tim Harris, Benjamin D. Heavner, Deepti Jain, Brian O'Connor, Kevin Osborn, Danielle Pillion, Jacob Pleiness, Ken Rice, Garrett Rupp, Arnaud Serret-Larmande, Albert Smith, Jason P. Stedman, Adrienne Stilp, Teresa Barsanti, John B. Cheadle, Christopher Erdmann, Brandy Farlow, Allie Gartland-Gray, Julie Hayes, Hannah Hiles, Paul Kerr, Chris Lenhardt, Tom Madden, Joanna O. Mieczkowska, Amanda Miller, Patrick Patton, Marcie Rathbun, Stephanie Suber, Joe Asare:
Building a collaborative cloud platform to accelerate heart, lung, blood, and sleep research. 1293-1300 - Stephen Rotholz, Chen-Tan Lin:
"I don't think it should take you three days to tell me my baby is dead." A case of fetal demise: unintended consequences of immediate release of information. 1301-1304 - Emily R. Pfaff, Andrew T. Girvin, Miles Crosskey, Srushti Gangireddy, Hiral Master, Wei-Qi Wei, Vern Eric Kerchberger, Mark G. Weiner, Paul A. Harris, Melissa A. Basford, Christopher Lunt, Christopher G. Chute, Richard A. Moffitt, Melissa A. Haendel:
De-black-boxing health AI: demonstrating reproducible machine learning computable phenotypes using the N3C-RECOVER Long COVID model in the All of Us data repository. 1305-1312 - Magdalena Z. Raban, Peter J. Gates, Sarah Gamboa, Gabriela González, Johanna I. Westbrook:
Effectiveness of non-interruptive nudge interventions in electronic health records to improve the delivery of care in hospitals: a systematic review. 1313-1322 - Michelle Wang, Madhumita Sushil, Brenda Y. Miao, Atul J. Butte:
Bottom-up and top-down paradigms of artificial intelligence research approaches to healthcare data science using growing real-world big data. 1323-1332 - Anne M. Walling, Joshua M. Pevnick, Antonia V. Bennett, V. G. Vinod Vydiswaran, Christine S. Ritchie:
Dementia and electronic health record phenotypes: a scoping review of available phenotypes and opportunities for future research. 1333-1348 - Anton H. van der Vegt, Ian A Scott, Krishna Dermawan, Rudolf J. Schnetler, Vikrant R. Kalke, Paul J. Lane:
Deployment of machine learning algorithms to predict sepsis: systematic review and application of the SALIENT clinical AI implementation framework. 1349-1361 - Correction to: Privacy-protecting, reliable response data discovery using COVID-19 patient observations. 1362
Volume 30, Number 8, July 2023
- Kevin Lybarger, Oliver J. Bear Don't Walk IV, Meliha Yetisgen, Özlem Uzuner:
Advancements in extracting social determinants of health information from narrative text. 1363-1366 - Kevin Lybarger, Meliha Yetisgen, Özlem Uzuner:
The 2022 n2c2/UW shared task on extracting social determinants of health. 1367-1378 - Russell Richie, Victor M. Ruiz, Sifei Han, Lingyun Shi, Fuchiang (Rich) Tsui:
Extracting social determinants of health events with transformer-based multitask, multilabel named entity recognition. 1379-1388 - Kevin Lybarger, Nicholas J. Dobbins, Ritche Long, Angad P. Singh, Patrick Wedgeworth, Özlem Uzuner, Meliha Yetisgen:
Leveraging natural language processing to augment structured social determinants of health data in the electronic health record. 1389-1397 - Xingmeng Zhao, Anthony Rios:
A marker-based neural network system for extracting social determinants of health. 1398-1407 - Song Wang, Yifang Dang, Zhaoyi Sun, Ying Ding, Jyotishman Pathak, Cui Tao, Yunyu Xiao, Yifan Peng:
An NLP approach to identify SDoH-related circumstance and suicide crisis from death investigation narratives. 1408-1417 - Ruba Sajdeya, Mamoun T. Mardini, Patrick James Tighe, Ronald L. Ison, Chen Bai, Sebastian Jugl, Gao Hanzhi, Kimia Zandbiglari, Farzana Islam Adiba, Almut G. Winterstein, Thomas A Pearson, Robert L. Cook, Masoud Rouhizadeh:
Developing and validating a natural language processing algorithm to extract preoperative cannabis use status documentation from unstructured narrative clinical notes. 1418-1428 - Zonghai Yao, Jack Tsai, Weisong Liu, David A. Levy, Emily Druhl, Joel I. Reisman, Hong Yu:
Automated identification of eviction status from electronic health record notes. 1429-1437 - Dmytro S. Lituiev, Benjamin Lacar, Sang Pak, Peter L. Abramowitsch, Emilia H. De Marchis, Thomas A. Peterson:
Automatic extraction of social determinants of health from medical notes of chronic lower back pain patients. 1438-1447 - Brian Romanowski, Asma Ben Abacha, Yadan Fan:
Extracting social determinants of health from clinical note text with classification and sequence-to-sequence approaches. 1448-1455 - Andrea L. Hartzler, Serena Jinchen Xie, Patrick Wedgeworth, Carolin Spice, Kevin Lybarger, Brian R Wood, Herbert Duber, Gary Hsieh, Angad P. Singh, Kase Cragg, Shoma Goomansingh, Searetha Simons, J. J. Wong, Angeilea' Yancey-Watson:
Integrating patient voices into the extraction of social determinants of health from clinical notes: ethical considerations and recommendations. 1456-1462
Volume 30, Number 9, August 2023
- Suzanne Bakken:
Perspectives on implementing models for decision support in clinical care. 1463-1464 - Yifang Dang, Fang Li, Xinyue Hu, Vipina Kuttichi Keloth, Meng Zhang, Sunyang Fu, Muhammad F. Amith, J. Wilfred Fan, Jingcheng Du, Evan Yu, Hongfang Liu, Xiaoqian Jiang, Hua Xu, Cui Tao:
Systematic design and data-driven evaluation of social determinants of health ontology (SDoHO). 1465-1473 - Alice X. Zhou, Melissa D. Aczon, Eugene Laksana, David R. Ledbetter, Randall C. Wetzel:
Narrowing the gap: expected versus deployment performance. 1474-1485 - Cheng Peng, Xi Yang, Zehao Yu, Jiang Bian, William R. Hogan, Yonghui Wu:
Clinical concept and relation extraction using prompt-based machine reading comprehension. 1486-1493 - Francesco Lapi, Lorenzo Nuti, Ettore Marconi, Gerardo Medea, Iacopo Cricelli, Matteo Papi, Marco Gorini, Matteo Fiorani, Gaetano Piccinocchi, Claudio Cricelli:
To predict the risk of chronic kidney disease (CKD) using Generalized Additive2 Models (GA2M). 1494-1502 - Anton H. van der Vegt, Ian A Scott, Krishna Dermawan, Rudolf J. Schnetler, Vikrant R. Kalke, Paul J. Lane:
Implementation frameworks for end-to-end clinical AI: derivation of the SALIENT framework. 1503-1515 - Courtney Shakowski, Robert L. Page II, Garth Wright, Cali Lunowa, Clyde Marquez, Krithika Suresh, Larry A. Allen, Russell E. Glasgow, Chen-Tan Lin, Abraham Wick, Katy E. Trinkley:
Comparative effectiveness of generic commercial versus locally customized clinical decision support tools to reduce prescription of nonsteroidal anti-inflammatory drugs for patients with heart failure. 1516-1525 - Daniel R. Murphy, Andrew J. Zimolzak, Divvy K. Upadhyay, Li Wei, Preeti Jolly, Alexis Offner, Dean F. Sittig, Saritha Korukonda, Riyaa Murugaesh Rekha, Hardeep Singh:
Developing electronic clinical quality measures to assess the cancer diagnostic process. 1526-1531 - Conor K. Corbin, Rob Maclay, Aakash Acharya, Sreedevi Mony, Soumya Punnathanam, Rahul Thapa, Nikesh Kotecha, Nigam H. Shah, Jonathan H. Chen:
DEPLOYR: a technical framework for deploying custom real-time machine learning models into the electronic medical record. 1532-1542 - Yao Yao, Hanchu Zhou, Zhidong Cao, Daniel Dajun Zeng, Qingpeng Zhang:
Optimal adaptive nonpharmaceutical interventions to mitigate the outbreak of respiratory infections following the COVID-19 pandemic: a deep reinforcement learning study in Hong Kong, China. 1543-1551 - Mahmoud Elmahdy, Ronnie Sebro:
A snapshot of artificial intelligence research 2019-2021: is it replacing or assisting physicians? 1552-1557 - Yaa A. Kumah-Crystal, Scott Mankowitz, Peter J. Embí, Christoph U. Lehmann:
ChatGPT and the clinical informatics board examination: the end of unproctored maintenance of certification? 1558-1560 - Andrew D. Boyd, Rosa Gonzalez-Guarda, Katharine Lawrence, Crystal L. Patil, Miriam O. Ezenwa, Emily C. O'Brien, Hyung Paek, Jordan M. Braciszewski, Oluwaseun Adeyemi, Allison M. Cuthel, Juanita E. Darby, Christina K. Zigler, P. Michael Ho, Keturah R. Faurot, Karen L. Staman, Jonathan W. Leigh, Dana L. Dailey, Andrea Cheville, Guilherme Del Fiol, Mitchell R. Knisely, Corita R. Grudzen, Keith Marsolo, Rachel L. Richesson, Judith M. Schlaeger:
Potential bias and lack of generalizability in electronic health record data: reflections on health equity from the National Institutes of Health Pragmatic Trials Collaboratory. 1561-1566 - Velma L. Payne, Brittany Partridge, Selen Bozkurt, Anjali Nandwani, Jorie M. Butler:
Accomplished women leaders in informatics: insights about successful careers. 1567-1572 - Pinyan Liu, Ziwen Wang, Nan Liu, Marco Aurélio Peres:
A scoping review of the clinical application of machine learning in data-driven population segmentation analysis. 1573-1582 - Dean F. Sittig, Aziz A. Boxwala, Adam Wright, Courtney Zott, Priyanka J. Desai, Rina V. Dhopeshwarkar, James Swiger, Edwin A. Lomotan, Angela Dobes, Prashila Dullabh:
A lifecycle framework illustrates eight stages necessary for realizing the benefits of patient-centered clinical decision support. 1583-1589
Volume 30, Number 10, September 2023
- Suzanne Bakken:
The relationship between biomedical and health informatics and society: is it time for a social contract? 1591-1592 - Todd R. Johnson, Eta S. Berner, Sue S. Feldman, Josette Jones, Annette L. Valenta, Damian Borbolla, Gloria J. Deckard, Eva LaVerne Manos:
Mapping the delineation of practice to the AMIA foundational domains for applied health informatics. 1593-1598 - Saif S. Khairat, Sue S. Feldman, Arif Rana, Mohammad Faysel, Saptarshi Purkayastha, Matthew Scotch, Christina Eldredge:
Foundational domains and competencies for baccalaureate health informatics education. 1599-1607 - Ellen Kim, Melissa Van Cain, Jonathan D. Hron:
Survey of clinical informatics fellows graduating 2016-2024: experiences before and during fellowship. 1608-1613 - Kin Wah Fung, Julia Xu, Shannon McConnell-Lamptey, Donna Pickett, Olivier Bodenreider:
A practical strategy to use the ICD-11 for morbidity coding in the United States without a clinical modification. 1614-1621 - Sena Chae, Anahita Davoudi, Jiyoun Song, Lauren Evans, Mollie Hobensack, Kathryn H. Bowles, Margaret V. McDonald, Yolanda Barrón, Sarah Collins Rossetti, Kenrick Cato, Sridevi Sridharan, Maxim Topaz:
Predicting emergency department visits and hospitalizations for patients with heart failure in home healthcare using a time series risk model. 1622-1633 - Rumana Rashid, Susan Copelli, Jonathan C. Silverstein, Michael J. Becich:
REDCap and the National Mesothelioma Virtual Bank - a scalable and sustainable model for rare disease biorepositories. 1634-1644 - Kritib Bhattarai, Sivaraman Rajaganapathy, Trisha Das, Yejin Kim, Yongbin Chen, Qiying Dai, Xiaoyang Li, Xiaoqian Jiang, Nansu Zong:
Using artificial intelligence to learn optimal regimen plan for Alzheimer's disease. 1645-1656 - Ryan Shea Ying Cong Tan, Qian Lin, Guat Hwa Low, Ruixi Lin, Tzer Chew Goh, Christopher Chu En Chang, Fung Fung Lee, Wei Yin Chan, Wei Chong Tan, Han Jieh Tey, Fun Loon Leong, Hong Qi Tan, Wen Long Nei, Wen Yee Chay, David Wai Meng Tai, Gillianne Geet Yi Lai, Lionel Tim-Ee Cheng, Fuh Yong Wong, Matthew Chin Heng Chua, Melvin Lee Kiang Chua, Daniel Shao-Weng Tan, Choon Hua Thng, Iain Bee Huat Tan, Hwee Tou Ng:
Inferring cancer disease response from radiology reports using large language models with data augmentation and prompting. 1657-1664 - Ming Tai-Seale, Sally L. Baxter, Marlene Millen, Michael Cheung, Sidney Zisook, Julie Çelebi, Gregory Polston, Bryan Sun, Erin Gross, Teresa Helsten, Rebecca Rosen, Brian J. Clay, Christine A. Sinsky, Douglas M. Ziedonis, Christopher A. Longhurst, Thomas J. Savides:
Association of physician burnout with perceived EHR work stress and potentially actionable factors. 1665-1672 - Maryam Zolnoori, Sasha Vergez, Sridevi Sridharan, Ali Zolnour, Kathryn H. Bowles, Zoran Kostic, Maxim Topaz:
Is the patient speaking or the nurse? Automatic speaker type identification in patient-nurse audio recordings. 1673-1683 - Ding-Yu Wang, Jia Ding, An-Lan Sun, Shang-Gui Liu, Dong Jiang, Nan Li, Jia-Kuo Yu:
Artificial intelligence suppression as a strategy to mitigate artificial intelligence automation bias. 1684-1692 - Michelle Yee, Alisa Surkis, Ian Lamb, Nicole Contaxis:
The NYU Data Catalog: a modular, flexible infrastructure for data discovery. 1693-1700 - Ronnie A. Sebro, Charles E. Kahn:
Automated detection of causal relationships among diseases and imaging findings in textual radiology reports. 1701-1706 - Bryan D. Steitz, Nana Addo Padi-Adjirackor, Kevin N. Griffith, Thomas J. Reese, S. Trent Rosenbloom, Jessica S. Ancker:
Impact of notification policy on patient-before-clinician review of immediately released test results. 1707-1710 - Stuart Sommers, Heather Tolle, Cheryl Napier, Jason Hoppe:
Targeted messaging to improve the adoption of clinical decision support for prescription drug monitoring program use. 1711-1716 - Monika Bapna, Kristen E. Miller, Raj M. Ratwani:
Electronic health record "gag clauses" and the prevalence of screenshots in peer-reviewed literature. 1717-1719 - Lisa S. Rotenstein, A Jay Holmgren:
COVID exacerbated the gender disparity in physician electronic health record inbox burden. 1720-1724 - Jennifer T. May, John Myers, Devon Noonan, Eleanor McConnell, Michael P. Cary:
A call to action to improve the completeness of older adult sexual and gender minority data in electronic health records. 1725-1729 - Abigail E. Lewis, Nicole Gray Weiskopf, Zachary B. Abrams, Randi E. Foraker, Albert M. Lai, Philip R. O. Payne, Aditi Gupta:
Electronic health record data quality assessment and tools: a systematic review. 1730-1740 - Duncan C. McElfresh, Lucia Chen, Elizabeth Oliva, Vilija Joyce, Sherri Rose, Suzanne Tamang:
A call for better validation of opioid overdose risk algorithms. 1741-1746 - Jodyn Platt, Paige Nong, Beza Merid, Minakshi Raj, Elizabeth Cope, Sharon L. R. Kardia, Melissa Creary:
Applying anti-racist approaches to informatics: a new lens on traditional frames. 1747-1753 - Joseph Kannry:
Alert acceptance: are all acceptance rates the same? 1754 - Allison B. McCoy, Elise M. Russo, Adam Wright:
Clickbusters letter response. 1755
Volume 30, Number 11, October 2023
- Karen A. Monsen, Laura Heermann Langford, Suzanne Bakken, Karen Dunn Lopez:
Standardized nursing terminologies come of age: advancing quality of care, population health, and health equity across the care continuum. 1757-1759 - William W. Stead, Patricia Flatley Brennan:
Celebrating Suzanne Bakken, 2023 Morris F. Collen Award winner and pioneer in health equity. 1760-1761 - Zerina Lokmic-Tomkins, Lorraine J. Block, Shauna Davies, Lisa Reid, Charlene Esteban Ronquillo, Hanna von Gerich, Laura-Maria Peltonen:
Evaluating the representation of disaster hazards in SNOMED CT: gaps and opportunities. 1762-1772 - Cathy I Schwartz, Amany Farag, Karen Dunn Lopez, Sue Moorhead, Karen A. Monsen:
Using Omaha System data to explore relationships between client outcomes, phenotypes, and targeted home intervention approaches: an exemplar examining practice effectiveness for older women with circulation problems. 1773-1783 - Regina Celia dos Santos Diogo, Rita de Cassia Gengo e Silva, Heloisa Helena Ciqueto Peres:
Diagnostic concordance among nursing clinical decision support system users: a pilot study. 1784-1793 - Jiwoo Lee, Robin R. Austin, Michelle A. Mathiason, Karen A. Monsen:
Prioritizing nutrition interventions for low-income clients receiving public health nurses' home visiting services: a latent class analysis study of Omaha System data. 1794-1800 - Jiyoun Song, Se Hee Min, Sena Chae, Kathryn H. Bowles, Margaret V. McDonald, Mollie Hobensack, Yolanda Barrón, Sridevi Sridharan, Anahita Davoudi, Sungho Oh, Lauren Evans, Maxim Topaz:
Uncovering hidden trends: identifying time trajectories in risk factors documented in clinical notes and predicting hospitalizations and emergency department visits during home health care. 1801-1810 - Jeana M. Holt, Robin R. Austin, Rivka Atadja, Marsha Cole, Theresa Noonan, Karen A. Monsen:
Comparison of SIREN social needs screening tools and Simplified Omaha System Terms: informing an informatics approach to social determinants of health assessments. 1811-1817 - Robin R. Austin, Tara M. McLane, David S. Pieczkiewicz, Terrence Adam, Karen A. Monsen:
Advantages and disadvantages of using theory-based versus data-driven models with social and behavioral determinants of health data. 1818-1825 - Insook Cho, Jiseon Cho, Jeong Hee Hong, Wha Suk Choe, Hyekyeong Shin:
Utilizing standardized nursing terminologies in implementing an AI-powered fall-prevention tool to improve patient outcomes: a multihospital study. 1826-1836 - Yu Jin Kang, Christine A. Mueller, Joseph E. Gaugler, Michelle A. Mathiason, Karen A. Monsen:
Toward ensuring care quality and safety across settings: examining time pressure in a nursing home with observational time motion study metrics based on the Omaha system. 1837-1845 - Fabiana C. Dos Santos, Yingwei Yao, Tamara Goncalves Rezende Macieira, Karen Dunn Lopez, Gail M. Keenan:
Nurses' preferences for the format of care planning clinical decision support coded with standardized nursing languages. 1846-1851 - Robin R. Austin, Sripriya Rajamani, Ratchada Jantraporn, Anna Pirsch, Karen S. Martin:
Examining standardized consumer-generated social determinants of health and resilience data supported by Omaha System terminology. 1852-1857 - Karen A. Monsen, Laura Heermann, Karen Dunn Lopez:
FHIR-up! Advancing knowledge from clinical data through application of standardized nursing terminologies within HL7® FHIR®. 1858-1864 - Elizabeth E. Umberfield, Patricia A. Ball Dunlap, Marcelline R. Harris:
The case for expressing nursing theories using ontologies. 1865-1867 - Cheryl Marie Wagner, Gwenneth A. Jensen, Camila Takáo Lopes, Elspeth Adriana Mcmullan Moreno, Erica Deboer, Karen Dunn Lopez:
Removing the roadblocks to promoting health equity: finding the social determinants of health addressed in standardized nursing classifications. 1868-1877 - Karen Dunn Lopez, Laura Heermann Langford, Rosemary Kennedy, Kathleen A. McCormick, Connie White-Delaney, Gregory L. Alexander, Jane Englebright, Whende M. Carroll, Karen A. Monsen:
Future advancement of health care through standardized nursing terminologies: reflections from a Friends of the National Library of Medicine workshop honoring Virginia K. Saba. 1878-1884
Volume 30, Number 12, November 2023
- Suzanne Bakken:
Standards in action: historical and current perspectives. 1885-1886 - Yuqing Mao, Randolph A. Miller, Olivier Bodenreider, Vinh Nguyen, Kin Wah Fung:
Two complementary AI approaches for predicting UMLS semantic group assignment: heuristic reasoning and deep learning. 1887-1894 - Abigail Newbury, Hao Liu, Betina Ross S. Idnay, Chunhua Weng:
The suitability of UMLS and SNOMED-CT for encoding outcome concepts. 1895-1903 - Bjorn Kaijun Betzler, Evelyn Chee, Feng He, Cynthia Ciwei Lim, Jinyi Ho, Haslina Hamzah, Ngiap Chuan Tan, Gerald Liew, Gareth J. McKay, Ruth E. Hogg, Ian S. Young, Ching-Yu Cheng, Su Chi Lim, Aaron Y. Lee, Tien Yin Wong, Mong-Li Lee, Wynne Hsu, Gavin Siew Wei Tan, Charumathi Sabanayagam:
Deep learning algorithms to detect diabetic kidney disease from retinal photographs in multiethnic populations with diabetes. 1904-1914 - Yuval Barak-Corren, David Tsurel, Daphna Keidar, Ilan Gofer, Dafna Shahaf, Maya Leventer-Roberts, Noam Barda, Ben Y. Reis:
The value of parental medical records for the prediction of diabetes and cardiovascular disease: a novel method for generating and incorporating family histories. 1915-1924 - Raissa Souza, Matthias Wilms, Milton Camacho, G. Bruce Pike, Richard Camicioli, Oury Monchi, Nils D. Forkert:
Image-encoded biological and non-biological variables may be used as shortcuts in deep learning models trained on multisite neuroimaging data. 1925-1933 - Maria Montserrat Sanchez-Ortuno, Florian Pecune, Julien Coelho, Jean-Arthur Micoulaud-Franchi, Nathalie Salles, Marc Auriacombe, Fuschia Serre, Yannick Levavasseur, Etienne de Sevin, Patricia Sagaspe, Pierre Philip:
Predictors of users' adherence to a fully automated digital intervention to manage insomnia complaints. 1934-1942 - Nguyen Luong, Ian Barnett, Talayeh Aledavood:
The impact of the COVID-19 pandemic on daily rhythms. 1943-1953 - Nicholas J. Dobbins, Bin Han, Weipeng Zhou, Kristine Lan, H. Nina Kim, Robert D. Harrington, Özlem Uzuner, Meliha Yetisgen:
LeafAI: query generator for clinical cohort discovery rivaling a human programmer. 1954-1964 - Chad Anderson, Mala Kaul, Nageshwara Gullapalli, Sujatha Pitani:
Electronic health records and clinical documentation in medical residency programs: preparing residents to become master clinicians. 1965-1972 - Tom M. Seinen, Jan A. Kors, Erik M. van Mulligen, Egill A. Fridgeirsson, Peter R. Rijnbeek:
The added value of text from Dutch general practitioner notes in predictive modeling. 1973-1984 - Jeffrey G. Klann, Darren W. Henderson, Michele Morris, Hossein Estiri, Griffin M. Weber, Shyam Visweswaran, Shawn N. Murphy:
A broadly applicable approach to enrich electronic-health-record cohorts by identifying patients with complete data: a multisite evaluation. 1985-1994 - Vince C. Hartman, Sanika S. Bapat, Mark G. Weiner, Babak B. Navi, Evan T. Sholle, Thomas R. Campion Jr.:
A method to automate the discharge summary hospital course for neurology patients. 1995-2003 - Joshua Lemmon, Lin Lawrence Guo, Ethan Steinberg, Keith E. Morse, Scott Lanyon Fleming, Catherine Aftandilian, Stephen R. Pfohl, José D. Posada, Nigam Shah, Jason Alan Fries, Lillian Sung:
Self-supervised machine learning using adult inpatient data produces effective models for pediatric clinical prediction tasks. 2004-2011 - Likun Mao, Gretta Mohan, Charles Normand:
Use of information communication technologies by older people and telemedicine adoption during COVID-19: a longitudinal study. 2012-2020 - Shikha Sinha, Michael Bedgood, Raghuveer Puttagunta, Akaash Kataria, Fabienne Bourgeois, Jennifer A Lee, Jennifer Vodzak, Eric S. Hall, Bruce Levy, David K. Vawdrey:
Variation in pediatric and adolescent electronic health data sharing practices under the 21st Century Cures Act. 2021-2027 - Richard K. Leuchter, Suzette Ma, Douglas S. Bell, Ron D. Hays, Fernando J. Sanz-Vidorreta, Sandra L. Binder, Karine Åkerman Sarkisian:
Embedding research study recruitment within the patient portal preCheck-in. 2028-2035 - Sijia Liu, Andrew Wen, Liwei Wang, Huan He, Sunyang Fu, Robert T. Miller, Andrew E. Williams, Daniel R. Harris, Ramakanth Kavuluru, Mei Liu, Noor Abu-El-Rub, Dalton Schutte, Rui Zhang, Masoud Rouhizadeh, John D. Osborne, Yongqun He, Umit Topaloglu, Stephanie S. Hong, Joel H. Saltz, Thomas Schaffter, Emily R. Pfaff, Christopher G. Chute, Tim Duong, Melissa A. Haendel, Rafael Fuentes, Peter Szolovits, Hua Xu, Hongfang Liu:
An open natural language processing (NLP) framework for EHR-based clinical research: a case demonstration using the National COVID Cohort Collaborative (N3C). 2036-2040 - Siqi Li, Pinyan Liu, Gustavo G. Nascimento, Xinru Wang, Fabio Renato Manzolli Leite, Bibhas Chakraborty, Chuan Hong, Yilin Ning, Feng Xie, Zhen Ling Teo, Daniel Shu Wei Ting, Hamed Haddadi, Marcus Eng Hock Ong, Marco Aurélio Peres, Nan Liu:
Federated and distributed learning applications for electronic health records and structured medical data: a scoping review. 2041-2049 - Anindya Pradipta Susanto, David Lyell, Bambang Widyantoro, Shlomo Berkovsky, Farah Magrabi:
Effects of machine learning-based clinical decision support systems on decision-making, care delivery, and patient outcomes: a scoping review. 2050-2063 - Thomas Stephen Ledger, Kalissa Brooke-Cowden, Enrico W. Coiera:
Post-implementation optimization of medication alerts in hospital computerized provider order entry systems: a scoping review. 2064-2071 - Lucia A. Carrasco-Ribelles, Jose Llanes-Jurado, Carlos Gallego-Moll, Margarita Cabrera-Bean, Mònica Monteagudo-Zaragoza, Concepción Violán, Edurne Zabaleta-del-Olmo:
Prediction models using artificial intelligence and longitudinal data from electronic health records: a systematic methodological review. 2072-2082 - Donald W. Simborg:
Reflections on the history of interoperability in hospitals. 2083-2085 - Enrico W. Coiera:
The standard problem. 2086-2097 - Ross Koppel:
To the editor of JAMIA. 2098 - Monika Bapna, Kristen E. Miller, Raj M. Ratwani:
Response to Dr. Ross Koppel regarding "Electronic health record 'gag clauses' and the prevalence of screenshots in peer-reviewed literature.". 2099 - Correction to: Survey of clinical informatics fellows graduating 2016-2024: experiences before and during fellowship. 2100
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