Yifan Peng

Evaluating large language models on medical evidence summarization

2023 · 350 Zit. · npj Digital Medicine

A framework for human evaluation of large language models in healthcare derived from literature review

2024 · 254 Zit. · npj Digital Medicine

Evaluating GPT4 on Impressions Generation in Radiology Reports

2023 · 148 Zit. · Radiology

Adopting and expanding ethical principles for generative artificial intelligence from military to healthcare

2023 · 115 Zit. · npj Digital Medicine

Hidden flaws behind expert-level accuracy of multimodal GPT-4 vision in medicine

2024 · 106 Zit. · npj Digital Medicine

Large language models in biomedicine and health: current research landscape and future directions

2024 · 70 Zit. · Journal of the American Medical Informatics Association

A survey of recent methods for addressing AI fairness and bias in biomedicine

2024 · 66 Zit. · Journal of Biomedical Informatics

AI-generated text may have a role in evidence-based medicine

2023 · 62 Zit. · Nature Medicine

Evaluating Large Language Models on Medical Evidence Summarization

2023 · 39 Zit. · medRxiv

Leveraging generative AI for clinical evidence synthesis needs to ensure trustworthiness

2024 · 36 Zit. · Journal of Biomedical Informatics

Faithful AI in Medicine: A Systematic Review with Large Language Models and Beyond

2023 · 31 Zit. · medRxiv

Improving model fairness in image-based computer-aided diagnosis

2023 · 27 Zit. · Nature Communications

Faithful AI in Medicine: A Systematic Review with Large Language Models and Beyond

2023 · 26 Zit. · Research Square

Benchmarking Effectiveness and Efficiency of Deep Learning Models for Semantic Textual Similarity in the Clinical Domain: Validation Study

2021 · 19 Zit. · JMIR Medical Informatics

Comparison of State-of-the-Art Neural Network Survival Models with the Pooled Cohort Equations for Cardiovascular Disease Risk Prediction

2023 · 17 Zit. · BMC Medical Research Methodology