Ziqian Xie

According to our database, Ziqian Xie authored at least 10 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Genetic InfoMax: Exploring Mutual Information Maximization in High-Dimensional Imaging Genetics Studies.

Yaochen Xie, Ziqian Xie, Sheikh Muhammad Saiful Islam, Degui Zhi, Shuiwang Ji

Trans. Mach. Learn. Res., 2024

Dissecting Query-Key Interaction in Vision Transformers.

Xu Pan, Aaron Philip, Ziqian Xie, Odelia Schwartz

CoRR, 2024

2023

Training Recurrent Neural Network-Based Model to Predict COVID-19 Patient Risk for PASC using Pytorch_EHR - Hands-on Tutorial on N3C.

Laila Rasmy, Ziqian Xie, Degui Zhi

Proceedings of the 11th IEEE International Conference on Healthcare Informatics, 2023

A Deep-Learning-based Two-Compartment Predictive Model (PKRNN-2CM) for Vancomycin Therapeutic Drug Monitoring.

Bingyu Mao, Ziqian Xie, Laila Rasmy, Masayuki Nigo, Degui Zhi

Proceedings of the 11th IEEE International Conference on Healthcare Informatics, 2023

Less is More: Reducing Overfitting in Deep Learning for EEG Classification.

Songchi Zhou, Shijia Geng, Jun Li, Deyun Zhang, Ziqian Xie, Chuandong Cheng, Shenda Hong

Proceedings of the Computing in Cardiology, 2023

2022

PK-RNN-V E: A deep learning model approach to vancomycin therapeutic drug monitoring using electronic health record data.

Masayuki Nigo, Hong Thoai Nga Tran, Ziqian Xie, Han Feng, Bingyu Mao, Laila Rasmy, Hongyu Miao, Degui Zhi

J. Biomed. Informatics, 2022

2021

Med-BERT: pretrained contextualized embeddings on large-scale structured electronic health records for disease prediction.

Laila Rasmy, Yang Xiang, Ziqian Xie, Cui Tao, Degui Zhi

npj Digit. Medicine, 2021

CovRNN: predicting outcomes of COVID-19 patients on admission using their electronic health records with minimal data processing.

Laila Rasmy, Masayuki Nigo, Bijun S. Kannadath, Ziqian Xie, Bingyu Mao, Khush A. Patel, Wanheng Zhang, Yujia Zhou, Angela Ross, Hua Xu, Degui Zhi

Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

Generalizable Gated Recurrent Neural Network based model to predict COVID-19 patient outcomes on admission.

Laila Rasmy, Bijun S. Kannadath, Masayuki Nigo, Ziqian Xie, Bingyu Mao, Khush A. Patel, Yujia Zhou, Xiao Dong, Hua Xu, Degui Zhi

Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

2020

Med-BERT: pre-trained contextualized embeddings on large-scale structured electronic health records for disease prediction.

Laila Rasmy, Yang Xiang, Ziqian Xie, Cui Tao, Degui Zhi

CoRR, 2020