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Ziqian Xie
Publication Activity (10 Years)
Years Active: 2020-2024
Publications (10 Years): 11
Top Topics
Low Dimensional
Medical Data
Health Data
Deep Learning
Top Venues
CoRR
ICHI
AMIA
npj Digit. Medicine
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Publications
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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)