Hom, Jason

Clinical Text Summarization: Adapting Large Language Models Can Outperform Human Experts

Veen, D. V., Uden, C. V., Blankemeier, L., Delbrouck, J.-B., Aali, A., Bluethgen, C., Pareek, A., Polacin, M., Reis, E. P., Seehofnerova, A., et al. (2023) · Nature Medicine

Artificial Intelligence in Healthcare and EducationMachine Learning in Healthcare

Cited by 892

Adapted large language models can outperform medical experts in clinical text summarization

Van Veen, D., Van Uden, C., Blankemeier, L., Delbrouck, J.-B., Aali, A., Bluethgen, C., Pareek, A., Polacin, M., Reis, E. P., Seehofnerová, A., et al. (2024) · Nature Medicine

Artificial Intelligence in Healthcare and EducationMachine Learning in Healthcare

Cited by 891

Large Language Model Influence on Diagnostic Reasoning: A Randomized Clinical Trial

Goh, E., Gallo, R., Hom, J., Strong, E., Weng, Y., Kerman, H., Cool, J. A., Kanjee, Z., Parsons, A. S., Ahuja, N., et al. (2024) · JAMA Network Open

Artificial Intelligence in Healthcare and EducationClinical Reasoning and Diagnostic Skills

Cited by 724

Chatbot vs medical student performance on free-response clinical reasoning examinations.

Strong, E., DiGiammarino, A., Weng, Y., Kumar, A., Hosamani, P., Hom, J., & Chen, J. H. (2023) · JAMA Internal Medicine

Artificial Intelligence in Healthcare and EducationClinical Reasoning and Diagnostic Skills

Cited by 169

Characterizing electronic health record usage patterns of inpatient medicine residents using event log data

Wang, J. K., Ouyang, D., Hom, J., Chi, J., & Chen, J. H. (2019) · PLOS ONE

Electronic Health Records SystemsHospital Admissions and Outcomes

Cited by 63

Internal Medicine Resident Computer Usage: An Electronic Audit of an Inpatient Service

Ouyang, D., Chen, J. H., Hom, J., & Chi, J. (2016) · JAMA Internal Medicine

Patient Safety and Medication ErrorsInnovations in Medical Education

Cited by 47

Prevalence and Predictability of Low-Yield Inpatient Laboratory Diagnostic Tests

Xu, S., Hom, J., Balasubramanian, S., Schroeder, L. F., Najafi, N., Roy, S., & Chen, J. H. (2019) · JAMA Network Open

Healthcare cost, quality, practicesClinical Laboratory Practices and Quality Control

Cited by 40

Influence of a Large Language Model on Diagnostic Reasoning: A Randomized Clinical Vignette Study

Goh, E., Gallo, R., Hom, J., Strong, E., Weng, Y., Kerman, H., Cool, J., Kanjee, Z., Parsons, A. S., Ahuja, N., et al. (2024) · medRxiv

Artificial Intelligence in Healthcare and EducationClinical Reasoning and Diagnostic Skills

Cited by 38

A dataset and benchmark for hospital course summarization with adapted large language models

Aali, A., Van Veen, D., Arefeen, Y. I., Hom, J., Bluethgen, C., Reis, E. P., Gatidis, S., Clifford, N., Daws, J., Tehrani, A. S., et al. (2025) · Journal of the American Medical Informatics Association

Machine Learning in HealthcareArtificial Intelligence in Healthcare and Education

Cited by 32

Commonalities across computational workflows for uncovering explanatory variants in undiagnosed cases

Kobren, S. N., Baldridge, D., Velinder, M., Krier, J. B., LeBlanc, K., Esteves, C., Pusey, B. N., Züchner, S., Blue, E., Lee, H., et al. (2021) · Genetics in Medicine

Genomics and Rare DiseasesGenomics and Phylogenetic Studies

Cited by 27

Large Language Model Influence on Management Reasoning: A Randomized Controlled Trial

Goh, E., Gallo, R., Strong, E., Weng, Y., Kerman, H., Freed, J., Cool, J. A., Kanjee, Z., Lane, K. P., Parsons, A. S., et al. (2024) · medRxiv

Artificial Intelligence in Healthcare and EducationClinical Reasoning and Diagnostic Skills

Cited by 13

SmartAlert - Implementing Machine Learning-Driven Clinical Decision Support for Inpatient Laboratory Utilization Reduction

Liang, A. S., Amrollahi, F., Jiang, Y., Corbin, C. K., Kim, G. Y. E., Mui, D., Crowell, T., Acharya, A., Mony, S., Punnathanam, S., et al. (2026) · NEJM AI

Electronic Health Records SystemsArtificial Intelligence in Healthcare and Education

Cited by 0