Nan -. Liu
Singapore, Singapore
Last Updated: 09/26/2026
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Found 183 publications
The evolving landscape of large language models and non-large language models in health care.
Journal: npj health systems
Published: April 02, 2026
PRIMARY-AI: outcomes-based standards to safeguard primary care in the AI era.
Journal: Nature medicine
Published: February 11, 2026
Author Correction: Leveraging AI and transfer learning to enhance out-of-hospital cardiac arrest outcome prediction in diverse setting.
Journal: NPJ digital medicine
Published: February 02, 2026
The detectability paradox: bilingual medical report generation with open-weight models and the limits of human oversight.
Journal: Journal of the American Medical Informatics Association : JAMIA
Published: January 22, 2026
SpNeigh: spatial neighborhood and differential expression analysis for high-resolution spatial transcriptomics.
Journal: NAR genomics and bioinformatics
Published: December 15, 2025
Attention guided fair artificial intelligence modeling for skin cancer diagnosis.
Journal: NPJ digital medicine
Published: November 26, 2025
Retrieval-augmented generation in medicine: A scoping review of technical implementations, clinical applications, and ethical considerations.
Journal: Cell reports. Medicine
Published: November 13, 2025
A S.C.O.R.E. framework for evaluating open-ended responses from large language models in healthcare.
A S.C.O.R.E. framework for evaluating open-ended responses from large language models in healthcare.
Journal: Cell reports. Medicine
Published: September 30, 2025
HealthContradict: Evaluating biomedical knowledge conflicts in language models.
Journal: NPJ digital medicine
Published: September 17, 2025
FairFML: A Unified Approach to Algorithmic Fair Federated Learning with Applications to Reducing Gender Disparities in Cardiac Arrest Outcomes.
Journal: Studies in health technology and informatics
Published: August 08, 2025
Last Updated: 09/26/2026