Kai Zhang

发表

A multi-task Gaussian process self-attention neural network for real-time prediction of the need for mechanical ventilators in COVID-19 patients

B. Patel, S. Karanth, Kai Zhang, 2022, Journal of Biomedical Informatics.

Scalable Causal Structure Learning: Scoping Review of Traditional and Deep Learning Algorithms and New Opportunities in Biomedicine

Xiaoqian Jiang, Yejin Kim, Can Li, 2021, JMIR medical informatics.

Scalable Causal Structure Learning: New Opportunities in Biomedicine pdf

Xiaoqian Jiang, Yejin Kim, Pulakesh Upadhyaya, 2021, ArXiv.

Counterfactual analysis of differential comorbidity risk factors in Alzheimer’s disease and related dementias

P. Schulz, Xiaoqian Jiang, S. Savitz, 2022, PLOS digital health.

A Transformer-Based Deep Learning Approach for Fairly Predicting Post-Liver Transplant Risk Factors

Can Li, Kai Zhang, Xiaoqian Jiang, 2023, Journal of biomedical informatics.

Predicting multiple sclerosis disease severity with multimodal deep neural networks

E. Bernstam, Shayan Shams, J. Lincoln, 2023, ArXiv.

Real-time Prediction for Mechanical Ventilation in COVID-19 Patients using A Multi-task Gaussian Process Multi-objective Self-attention Network pdf

Kai Zhang, Xiaoqian Jiang, Bela Patel, 2021, ArXiv.

Multi-Task Learning for Post-transplant Cause of Death Analysis: A Case Study on Liver Transplant

N. Hoot, Kai Zhang, Xiaoqian Jiang, 2023, ArXiv.

Fairly Predicting Graft Failure in Liver Transplant for Organ Assigning

D. Zha, Kai Zhang, Xiaoqian Jiang, 2023, AMIA.

Towards Fair Patient-Trial Matching via Patient-Criterion Level Fairness Constraint

Kai Zhang, Xiaoqian Jiang, Na Zou, 2023, ArXiv.

Sensitive Data Detection with High-Throughput Machine Learning Models in Electrical Health Records

Kai Zhang, Xiaoqian Jiang, 2023, AMIA ... Annual Symposium proceedings. AMIA Symposium.

Multi-Task Learning for Post-transplant Cause of Death Analysis: A Case Study on Liver Transplant

N. Hoot, Kai Zhang, Xiaoqian Jiang, 2023, arXiv.org.

DBNet: a novel deep learning framework for mechanical ventilation prediction using electronic health records

Shayan Shams, M. Madadi, Xiaoqian Jiang, 2021, BCB.

Enoxaparin may be associated with lower rates of mortality than unfractionated heparin in neurocritical and surgical patients

E. Bernstam, Kai Zhang, Xiaoqian Jiang, 2023, Journal of Thrombosis and Thrombolysis.

A Fast PC Algorithm with Reversed-order Pruning and A Parallelization Strategy pdf

Xiaoqian Jiang, Kai Zhang, Kun Zhang, 2021, ArXiv.

Enhancing Fairness in Disease Prediction by Optimizing Multiple Domain Adversarial Networks

A. Harmanci, Hongchang Gao, Kai Zhang, 2023, bioRxiv.

Multi-Task Learning for Post-transplant Cause of Death Analysis: A Case Study on Liver Transplant

N. Hoot, Kai Zhang, Xiaoqian Jiang, 2023, ArXiv.

The Heterogeneity Hypothesis: Finding Layer-Wise Dissimilated Network Architecture pdf

Luc Van Gool, Radu Timofte, Kai Zhang, 2020, ArXiv.

FERI: A Multitask-based Fairness Achieving Algorithm with Applications to Fair Organ Transplantation

Can Li, Kai Zhang, Xiaoqian Jiang, 2023, ArXiv.

Identifying Predictors of the Tooth Loss Phenotype in A Large Periodontitis Patient Cohort Using A Machine Learning Approach.

Kai Zhang, Yaobin Ling, Kaichen Tang, 2024, Journal of dentistry.

COLLAGENE enables privacy-aware federated and collaborative genomic data analysis

Miran Kim, Kai Zhang, Wentao Li, 2023, Genome Biology.