Junyi Gao
University of Illinois at Urbana-Champaign
H-index: 10
North America-United States
Top articles of Junyi Gao
Exploring the Relationship Between Dietary Intake and Clinical Outcomes in Peritoneal Dialysis Patients
2024/4/11
Prompting Large Language Models for Zero-Shot Clinical Prediction with Structured Longitudinal Electronic Health Record Data
arXiv preprint arXiv:2402.01713
2024/1/25
Multi-faceted analysis and prediction for the outbreak of pediatric respiratory syncytial virus
Journal of the American Medical Informatics Association
2024/1/1
Mortality Prediction with Adaptive Feature Importance Recalibration for Peritoneal Dialysis Patients
Patterns
2023/12/8
Pyhealth: A deep learning toolkit for healthcare applications
2023/8/6
MFair: Mitigating Bias in Healthcare Data through Multi-Level and Multi-Sensitive-Attribute Reweighting Method
arXiv preprint arXiv:2306.04118
2023/6/7
Evidence-driven spatiotemporal COVID-19 hospitalization prediction with Ising dynamics
Nature communications
2023/5/29
COVID Forecaster: Interactive Visualizations of COVID Forecasts with Deep Learning
2022
A Comprehensive Benchmark for COVID-19 Predictive Modeling Using Electronic Health Records in Intensive Care
2022/10/19
MedML: fusing medical knowledge and machine learning models for early pediatric COVID-19 hospitalization and severity prediction
Iscience
2022/9/16
The United States COVID-19 forecast hub dataset
Scientific data
2022/8/1
Popnet: Real-time population-level disease prediction with data latency
2022/4/25
Junyi Gao
H-Index: 6
Jimeng Sun
H-Index: 57
Distilling knowledge from publicly available online EMR data to emerging epidemic for prognosis
2021/4/19
STAN: spatio-temporal attention network for pandemic prediction using real-world evidence
Journal of the American Medical Informatics Association
2021/4/1
COMPOSE: Cross-modal pseudo-siamese network for patient trial matching
2020/8/23
Junyi Gao
H-Index: 6
Jimeng Sun
H-Index: 57
Covidcare: Transferring knowledge from existing emr to emerging epidemic for interpretable prognosis
arXiv preprint arXiv:2007.08848
2020/7/17
Dr. Agent: Clinical predictive model via mimicked second opinions
Journal of the American Medical Informatics Association
2020/7
Junyi Gao
H-Index: 6
Jimeng Sun
H-Index: 57
Patient trial matching using pseudo-siamese network.
2020/5/20
Junyi Gao
H-Index: 6
Jimeng Sun
H-Index: 57
Stagenet: Stage-aware neural networks for health risk prediction
2020/4/20
Adacare: Explainable clinical health status representation learning via scale-adaptive feature extraction and recalibration
Proceedings of the AAAI Conference on Artificial Intelligence
2020/4/3
