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Ziqian Xie
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2020 – today
- 2024
- [j3]Yaochen Xie, Ziqian Xie, Sheikh Muhammad Saiful Islam, Degui Zhi, Shuiwang Ji:
Genetic InfoMax: Exploring Mutual Information Maximization in High-Dimensional Imaging Genetics Studies. Trans. Mach. Learn. Res. 2024 (2024) - [c6]Xu Pan, Aaron Philip, Ziqian Xie, Odelia Schwartz:
Dissecting Query-Key Interaction in Vision Transformers. NeurIPS 2024 - [i3]Xu Pan, Aaron Philip, Ziqian Xie, Odelia Schwartz:
Dissecting Query-Key Interaction in Vision Transformers. CoRR abs/2405.14880 (2024) - 2023
- [c5]Songchi Zhou, Shijia Geng, Jun Li, Deyun Zhang, Ziqian Xie, Chuandong Cheng, Shenda Hong:
Less is More: Reducing Overfitting in Deep Learning for EEG Classification. CinC 2023: 1-4 - [c4]Bingyu Mao
, Ziqian Xie, Laila Rasmy, Masayuki Nigo, Degui Zhi:
A Deep-Learning-based Two-Compartment Predictive Model (PKRNN-2CM) for Vancomycin Therapeutic Drug Monitoring. ICHI 2023: 484 - [c3]Laila Rasmy, Ziqian Xie, Degui Zhi:
Training Recurrent Neural Network-Based Model to Predict COVID-19 Patient Risk for PASC using Pytorch_EHR - Hands-on Tutorial on N3C. ICHI 2023: 529-530 - [i2]Yaochen Xie, Ziqian Xie, Sheikh Muhammad Saiful Islam, Degui Zhi, Shuiwang Ji:
Genetic InfoMax: Exploring Mutual Information Maximization in High-Dimensional Imaging Genetics Studies. CoRR abs/2309.15132 (2023) - 2022
- [j2]Masayuki Nigo, Hong Thoai Nga Tran, Ziqian Xie, Han Feng, Bingyu Mao, Laila Rasmy, Hongyu Miao, Degui Zhi:
PK-RNN-V E: A deep learning model approach to vancomycin therapeutic drug monitoring using electronic health record data. J. Biomed. Informatics 133: 104166 (2022) - 2021
- [j1]Laila Rasmy
, Yang Xiang
, Ziqian Xie, Cui Tao
, Degui Zhi
:
Med-BERT: pretrained contextualized embeddings on large-scale structured electronic health records for disease prediction. npj Digit. Medicine 4 (2021) - [c2]Laila Rasmy, Bijun S. Kannadath, Masayuki Nigo, Ziqian Xie, Bingyu Mao, Khush A. Patel, Yujia Zhou, Xiao Dong, Hua Xu, Degui Zhi:
Generalizable Gated Recurrent Neural Network based model to predict COVID-19 patient outcomes on admission. AMIA 2021 - [c1]Laila Rasmy, Masayuki Nigo, Bijun S. Kannadath, Ziqian Xie, Bingyu Mao, Khush A. Patel, Wanheng Zhang, Yujia Zhou, Angela Ross, Hua Xu, Degui Zhi:
CovRNN: predicting outcomes of COVID-19 patients on admission using their electronic health records with minimal data processing. AMIA 2021 - 2020
- [i1]Laila Rasmy
, Yang Xiang, Ziqian Xie, Cui Tao, Degui Zhi:
Med-BERT: pre-trained contextualized embeddings on large-scale structured electronic health records for disease prediction. CoRR abs/2005.12833 (2020)
Coauthor Index
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