Mahyoub, M., Wang, Y., & Khasawneh, M. T. (2025). GPT-4o in radiology: In-context learning based automatic generation of radiology impressions. Natural Language Processing Journal, 11, 100145. [Link]
Mahyoub, M., Dougherty, K., & Shukla, A. (2025). Extracting Pulmonary Embolism Diagnoses From Radiology Impressions Using GPT-4o: Large Language Model Evaluation Study. JMIR Medical Informatics, 13(1), e67706. [Link]
Mahyoub, M. A. (2025). Integrating multi-criteria decision making and simulation modelling to improve health referral processing. International Journal of Management and Decision Making, 24(2), 107-131. [Link]
Mahyoub, M. A., Dougherty, K., Yadav, R. R., Berio-Dorta, R., & Shukla, A. (2024). Development and validation of a machine learning model integrated with the clinical workflow for inpatient discharge date prediction. Frontiers in Digital Health, 6, 1455446. [Link]
Mahyoub, M. A., Yadav, R. R., Dougherty, K., & Shukla, A. (2023). Development and validation of a machine learning model integrated with the clinical workflow for early detection of sepsis. Frontiers in Medicine, 10, 1284081. [Link]
Yadav, R. R., Mahyoub, M. A., Capriotti, M. W., Berio-Dorta, R. L., Dougherty, K., & Shukla, A. (2023). The Impact of a Hybrid Hospital at Home Program in Reducing Subacute Rehabilitation. Risk Management and Healthcare Policy, 2223-2235. [Link]
Peer Review
Below is a list of journals for which I have served as a peer reviewer.