Yanshan Wang

A clinical text classification paradigm using weak supervision and deep representation

2019 · 414 Zit. · BMC Medical Informatics and Decision Making

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

2024 · 244 Zit. · npj Digital Medicine

Foundation metrics for evaluating effectiveness of healthcare conversations powered by generative AI

2024 · 165 Zit. · npj Digital Medicine

An Empirical Evaluation of Prompting Strategies for Large Language Models in Zero-Shot Clinical Natural Language Processing: Algorithm Development and Validation Study

2024 · 145 Zit. · JMIR Medical Informatics

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

2023 · 114 Zit. · npj Digital Medicine

From GPT to DeepSeek: Significant gaps remain in realizing AI in healthcare

2025 · 107 Zit. · Journal of Biomedical Informatics

Distilling large language models for matching patients to clinical trials

2024 · 57 Zit. · Journal of the American Medical Informatics Association

Large language models for biomedicine: foundations, opportunities, challenges, and best practices

2024 · 50 Zit. · Journal of the American Medical Informatics Association

Natural language processing of radiology reports for identification of skeletal site-specific fractures

2019 · 43 Zit. · BMC Medical Informatics and Decision Making

Leveraging generative AI for clinical evidence synthesis needs to ensure trustworthiness

2024 · 35 Zit. · Journal of Biomedical Informatics

Enhancing Large Language Models for Clinical Decision Support by Incorporating Clinical Practice Guidelines

2024 · 28 Zit.

Mitigating the risk of health inequity exacerbated by large language models

2025 · 24 Zit. · npj Digital Medicine

Generative Artificial Intelligence in Pathology and Medicine: A Deeper Dive

2024 · 19 Zit. · Modern Pathology

Few-Shot Learning for Clinical Natural Language Processing Using Siamese Neural Networks: Algorithm Development and Validation Study

2023 · 19 Zit. · JMIR AI

Statistics of Generative Artificial Intelligence and Nongenerative Predictive Analytics Machine Learning in Medicine

2024 · 15 Zit. · Modern Pathology