Shengqiang Chi

Semi-supervised learning to improve generalizability of risk prediction models

Shengqiang Chi, Xinhang Li, Yu Tian et al. · Journal of Biomedical Informatics · 2019 · 37 citations · Full text

Semi-supervised Learning, Engineering, Machine Learning +6

A novel lifelong machine learning-based method to eliminate calibration drift in clinical prediction models

Shengqiang Chi, Yu Tian, Feng Wang et al. · Artificial Intelligence in Medicine · 2022 · 37 citations

Engineering, Machine Learning, Data Science +11

A modified TNM staging system for non-metastatic colorectal cancer based on nomogram analysis of SEER database

Xiangxing Kong, Jun Li, Yibo Cai et al. · BMC Cancer · 2018 · 36 citations · Full text

Deep Semisupervised Multitask Learning Model and Its Interpretability for Survival Analysis

Shengqiang Chi, Yu Tian, Feng Wang et al. · IEEE Journal of Biomedical and Health Informatics · 2021 · 22 citations

Artificial Intelligence, Engineering, Machine Learning +13

POPCORN: A web service for individual PrognOsis prediction based on multi-center clinical data CollabORatioN without patient-level data sharing

Yu Tian, Yong Shang, Danyang Tong et al. · Journal of Biomedical Informatics · 2018 · 19 citations

Engineering, Clinical Decision Support System, Data Science +12