Justin F. Rousseau

Evaluating large language models on medical evidence summarization

2023 · 326 Zit. · npj Digital Medicine

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

2025 · 101 Zit. · Journal of Biomedical Informatics

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

2024 · 94 Zit. · npj Digital Medicine

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

2023 · 58 Zit. · Nature Medicine

Evaluating Large Language Models on Medical Evidence Summarization

2023 · 39 Zit.

Sample Size Considerations for Fine-Tuning Large Language Models for Named Entity Recognition Tasks: Methodological Study

2024 · 25 Zit. · JMIR AI

RoS-KD: A Robust Stochastic Knowledge Distillation Approach for Noisy Medical Imaging

2022 · 7 Zit. · 2022 IEEE International Conference on Data Mining (ICDM)

Less Likely Brainstorming: Using Language Models to Generate Alternative Hypotheses

2023 · 4 Zit.

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

2024 · 2 Zit. · PubMed

International Retrospective Observational Study of Continual Learning for AI on Endotracheal Tube Placement from Chest Radiographs

2025 · 1 Zit. · NEJM AI

Ambient technology in epilepsy clinical practice

2025 · 1 Zit. · Epilepsia Open

RoS-KD: A Robust Stochastic Knowledge Distillation Approach for Noisy Medical Imaging

2022 · 1 Zit. · arXiv (Cornell University)

Can Automated Retrieval of Data from Emergency Department Physician Notes Enhance Radiology Order Entry Process

2017 · 0 Zit. · AMIA

Orchestrator Multi-Agent Clinical Decision Support System for Secondary Headache Diagnosis in Primary Care

2025 · 0 Zit. · ArXiv.org

Less Likely Brainstorming: Using Language Models to Generate Alternative Hypotheses

2023 · 0 Zit. · arXiv (Cornell University)