Jie Ma

Protocol for development of a reporting guideline (TRIPOD-AI) and risk of bias tool (PROBAST-AI) for diagnostic and prognostic prediction model studies based on artificial intelligence

Gary S. Collins, Paula Dhiman, Constanza L. Andaur Navarro et al. · BMJ Open · 2021 · 724 citations · Full text

Evaluation of clinical prediction models (part 1): from development to external validation

Gary S. Collins, Paula Dhiman, Jie Ma et al. · BMJ · 2024 · 397 citations · Full text

External Validation, Prognosis, Diagnosis +21

STAT3 cooperates with Twist to mediate epithelial-mesenchymal transition in human hepatocellular carcinoma cells

Chuanhai Zhang, Ge‐Liang Xu, Jie Ma et al. · Oncology Reports · 2015 · 70 citations · Full text

Federated Learning from Pre-Trained Models: A Contrastive Learning Approach

Yue Tan, Guodong Long, Jie Ma et al. · arXiv (Cornell University) · 2022 · 67 citations · Full text

Artificial Intelligence, Decentralized Machine Learning, Machine Learning +14

Model-Based Edge-Event-Triggered Containment Control Under Directed Topologies

Junyi Yang, Feng Xiao, Jie Ma · IEEE Transactions on Cybernetics · 2018 · 47 citations

Directed Topologies, Engineering, Discrete Event System +7