Feng Xie

Publication Activity (10 Years)

Years Active: 2020-2022
Publications (10 Years): 4

Top Topics

Clinical Decision Support

Machine Learning

Decision Making

Top Venues

PLOS digital health

JMIR research protocols

JMIR medical informatics

This page only lists publications with an associated author ORCID identifier.

Publications

Yilin Ning, Siqi Li, Marcus Eng-Hock Ong, Feng Xie, Bibhas Chakraborty, Daniel Shu Wei Ting, Nan Liu
A novel interpretable machine learning system to generate clinical risk scores: An application for predicting early mortality or unplanned readmission in a retrospective cohort study. PLOS digital health 1 (6) (2022)
Yilin Ning, Siqi Li, Marcus Eng-Hock Ong, Feng Xie, Bibhas Chakraborty, Daniel Shu Wei Ting, Nan Liu
A novel interpretable machine learning system to generate clinical risk scores: An application for predicting early mortality or unplanned readmission in a retrospective cohort study. PLOS digital health 1 (6) (2022)
Nan Liu, Feng Xie, Fahad Javaid Siddiqui, Andrew Fu-Wah Ho, Bibhas Chakraborty, Gayathri Devi Nadarajan, Kenneth Boon Kiat Tan, Marcus Eng-Hock Ong
Leveraging Large-Scale Electronic Health Records and Interpretable Machine Learning for Clinical Decision Making at the Emergency Department: Protocol for System Development and Validation. JMIR research protocols 11 (3) (2022)
Feng Xie, Bibhas Chakraborty, Marcus Eng-Hock Ong, Benjamin Alan Goldstein, Nan Liu
AutoScore: A Machine Learning-Based Automatic Clinical Score Generator and Its Application to Mortality Prediction Using Electronic Health Records. JMIR medical informatics 8 (10) (2020)