Nan Liu
Researcher Next ID · RN-036805
Researcher · Computer Science
University of Electronic Science and Technology of China
Chengdu, Singapore
- Works count
- 1,100
- Citation count
- 17,499
- H-index
- 60
- i10-index
- 334
Research interests
Publications
PROBAST+AI: an updated quality, risk of bias, and applicability assessment tool for prediction models using regression or artificial intelligence methods
BMJ · 2025 · https://doi.org/10.1136/bmj-2024-082505
Ethical and regulatory challenges of large language models in medicine
The Lancet Digital Health · 2024 · https://doi.org/10.1016/s2589-7500(24)00061-x
Generative artificial intelligence and ethical considerations in health care: a scoping review and ethics checklist
The Lancet Digital Health · 2024 · https://doi.org/10.1016/s2589-7500(24)00143-2
Federated machine learning in healthcare: A systematic review on clinical applications and technical architecture
Cell Reports Medicine · 2024 · https://doi.org/10.1016/j.xcrm.2024.101419
Large language models in health care: Development, applications, and challenges
Health care science · 2023 · https://doi.org/10.1002/hcs2.61
Deep learning for temporal data representation in electronic health records: A systematic review of challenges and methodologies
Journal of Biomedical Informatics · 2021 · https://doi.org/10.1016/j.jbi.2021.103980
A Blockchain-Based Decentralized Federated Learning Framework with Committee Consensus
IEEE Network · 2020 · https://doi.org/10.1109/mnet.011.2000263
Mechanical power normalized to predicted body weight as a predictor of mortality in patients with acute respiratory distress syndrome
Intensive Care Medicine · 2019 · https://doi.org/10.1007/s00134-019-05627-9
Utilizing Machine Learning Methods for Preoperative Prediction of Postsurgical Mortality and Intensive Care Unit Admission
Annals of Surgery · 2019 · https://doi.org/10.1097/sla.0000000000003297
Changes in carbon intensity in China's industrial sector: Decomposition and attribution analysis
Energy Policy · 2015 · https://doi.org/10.1016/j.enpol.2015.08.035
Risk evaluation in failure mode and effects analysis with extended VIKOR method under fuzzy environment
Expert Systems with Applications · 2012 · https://doi.org/10.1016/j.eswa.2012.05.031
Risk evaluation approaches in failure mode and effects analysis: A literature review
Expert Systems with Applications · 2012 · https://doi.org/10.1016/j.eswa.2012.08.010
Voting based extreme learning machine
Information Sciences · 2011 · https://doi.org/10.1016/j.ins.2011.09.015
Ensemble Based Extreme Learning Machine
IEEE Signal Processing Letters · 2010 · https://doi.org/10.1109/lsp.2010.2053356
Current projects
No projects listed.