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CovidCare: Transferring Knowledge from Existing EMR to Emerging Epidemic for Interpretable Prognosis

Jul 17, 2020
Liantao Ma, Xinyu Ma, Junyi Gao, Chaohe Zhang, Zhihao Yu, Xianfeng Jiao, Wenjie Ruan, Yasha Wang, Wen Tang, Jiangtao Wang

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COMPOSE: Cross-Modal Pseudo-Siamese Network for Patient Trial Matching

Jun 15, 2020
Junyi Gao, Cao Xiao, Lucas M. Glass, Jimeng Sun

* Accepted by KDD'20 

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StageNet: Stage-Aware Neural Networks for Health Risk Prediction

Jan 24, 2020
Junyi Gao, Cao Xiao, Yasha Wang, Wen Tang, Lucas M. Glass, Jimeng Sun

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ConCare: Personalized Clinical Feature Embedding via Capturing the Healthcare Context

Nov 27, 2019
Liantao Ma, Chaohe Zhang, Yasha Wang, Wenjie Ruan, Jiantao Wang, Wen Tang, Xinyu Ma, Xin Gao, Junyi Gao

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AdaCare: Explainable Clinical Health Status Representation Learning via Scale-Adaptive Feature Extraction and Recalibration

Nov 27, 2019
Liantao Ma, Junyi Gao, Yasha Wang, Chaohe Zhang, Jiangtao Wang, Wenjie Ruan, Wen Tang, Xin Gao, Xinyu Ma

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MUSEFood: Multi-sensor-based Food Volume Estimation on Smartphones

Mar 19, 2019
Junyi Gao, Weihao Tan, Liantao Ma, Yasha Wang, Wen Tang

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