Ziqian Xie

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 11

Top Topics

Low Dimensional

Top Venues

npj Digit. Medicine

Publications

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)
Xu Pan, Aaron Philip, Ziqian Xie, Odelia Schwartz
Dissecting Query-Key Interaction in Vision Transformers. CoRR (2024)
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)
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)
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)
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 (2023)
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 (2022)
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)
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)
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)
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 (2020)