Rousseau, Justin F.

Evaluating large language models on medical evidence summarization

Tang, L., Sun, Z., Idnay, B., Nestor, J. G., Soroush, A., Elias, P. A., Xu, Z., Ding, Y., Durrett, G., Rousseau, J. F., et al. (2023) · npj Digital Medicine

Artificial Intelligence in Healthcare and EducationTopic Modeling

Cited by 423

Evaluating Large Language Models on Medical Evidence Summarization

Tang, L., Sun, Z., Idnay, B., Nestor, J. G., Soroush, A., Elias, P. A., Xu, Z., Ding, Y., Durrett, G., Rousseau, J., et al. (2023) · npj Digital Medicine

Artificial Intelligence in Healthcare and EducationTopic Modeling

Cited by 423

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

Jin, Q., Chen, F., Zhou, Y., Xu, Z., Cheung, J. M., Chen, R., Summers, R. M., Rousseau, J. F., Ni, P., Landsman, M. J., et al. (2024) · npj Digital Medicine

Artificial Intelligence in Healthcare and EducationMultimodal Machine Learning Applications

Cited by 146

Leveraging long context in retrieval augmented language models for medical question answering

Zhang, G., Xu, Z., Jin, Q., Chen, F., Fang, Y., Liu, Y., Rousseau, J. F., Xu, Z., Lu, Z., Weng, C., et al. (2025) · npj Digital Medicine

Topic ModelingInformation Retrieval and Search Behavior

Cited by 81

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

Peng, Y., Rousseau, J. F., Shortliffe, E. H., & Weng, C. (2023) · Nature Medicine

Artificial Intelligence in Healthcare and EducationBiomedical Text Mining and Ontologies

Cited by 64

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

Wu, X., Garduno-Rapp, N. E., Rousseau, J. F., Thakkallapally, M., Zhang, H., Ji, Y., Visweswaran, S., Peng, Y., & Wang, Y. (2025) · arXiv

Artificial Intelligence in Healthcare and EducationArtificial Intelligence in Healthcare

Cited by 1

Factors associated with interpersonal retraumatization in children and adolescents: A prospective study

Jeevarajan, J. R., Newman, S., Claassen, C. A., Theodorou, A., Guerra, M., Madia, N. D., Proch, L., Olemgbe, C., Siddiqui, S., Mohammadi, C., et al. (2025) · Psychiatry Research

Child Abuse and TraumaPosttraumatic Stress Disorder Research

Cited by 0