Chest X-ray Image Classification: A Causal Perspective. - Weizhi Nie; Chen Zhang; Dan Song 006; Yunpeng Bai; Keliang Xie; An-An Liu (MICCAI (3), 2023)

Instrumental Variable Learning for Chest X-ray Classification. - Weizhi Nie; Chen Zhang; Dan Song 006; Yunpeng Bai; Keliang Xie; Anan Liu (SMC, 2023)

Chest X-ray Image Classification: A Causal Perspective. - Weizhi Nie; Chen Zhang; Dan Song 006; Lina Zhao; Yunpeng Bai; Keliang Xie; Anan Liu (CoRR, 2023)

Deep reinforcement learning framework for thoracic diseases classification via prior knowledge guidance. - Weizhi Nie; Chen Zhang; Dan Song 006; Lina Zhao; Yunpeng Bai; Keliang Xie; Anan Liu (Comput. Medical Imaging Graph., 2023)

Early prediction of sepsis using chatGPT-generated summaries and structured data. - Qiang Li 048; Hanbo Ma; Dan Song 006; Yunpeng Bai; Lina Zhao; Keliang Xie (Multim. Tools Appl., 2024)

Causal inference model for accurate medical diagnosis in Coronary Artery Bypass Graft operation. - Qiyi Zhang; Wei Zhang; Qiang Li 048; Yunpeng Bai; Weizhi Nie; Keliang Xie (Artif. Intell. Medicine, 2025)

The impact of Internet-based healthcare derived from the COVID-19 pandemic on outpatients in a cardiology department. - Jie Liu; Yunhan Fei; Ying Gao; Yu Meng; Dongxue Huang; Wenjuan Zhao; Keliang Xie (Frontiers Digit. Health, 2025)