Yiheng Pan

Publication Activity (10 Years)

Years Active: 2018-2022
Publications (10 Years): 7

Top Topics

Machine Learning

Clinical Data Sets

Top Venues

BMC Medical Informatics Decis. Mak.

J. Biomed. Informatics

Publications

Yiheng Pan, Rong Xu
Mining comorbidities of opioid use disorder from FDA adverse event reporting system and patient electronic health records. BMC Medical Informatics Decis. Mak. 22 (1) (2022)
Pingjian Ding, Yiheng Pan, QuanQiu Wang, Rong Xu
Prediction and evaluation of combination pharmacotherapy using natural language processing, machine learning and patient electronic health records. J. Biomed. Informatics 133 (2022)
Zhenxiang Gao, Rong Xu, Yiheng Pan, Pingjian Ding
A knowledge graph-driven disease-gene prediction system using multi-relational graph convolution networks. AMIA (2022)
Pete Yeh, Yiheng Pan, L. Nelson Sanchez-Pinto, Yuan Luo
Hyperchloremia in critically ill patients: association with outcomes and prediction using electronic health record data. BMC Medical Informatics Decis. Mak. (14) (2020)
Pete Yeh, Yiheng Pan, L. Nelson Sanchez-Pinto, Yuan Luo
Using Machine Learning to Predict Hyperchloremia in Critically Ill Patients. BIBM (2019)
Chengsheng Mao, Liang Yao, Yiheng Pan, Yuan Luo, Zexian Zeng
Deep Generative Classifiers for Thoracic Disease Diagnosis with Chest X-ray Images. BIBM (2018)
Chengsheng Mao, Yiheng Pan, Zexian Zeng, Liang Yao, Yuan Luo
Deep Generative Classifiers for Thoracic Disease Diagnosis with Chest X-ray Images. CoRR (2018)