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Value in Health : the Journal of the International Society for Pharmacoeconomics and Outcomes Research|May 7, 2026
Can LLMs Predict Patient Treatment Choices? A Discrete Choice Experiment FrameworkTina Cheng, Juan Marcos Gonzalez, Matthew M Engelhard, et al.Journal of Medical Internet Research|November 1, 2021
Prediction of Smoking Risk From Repeated Sampling of Environmental Images: Model ValidationMatthew M Engelhard, Joshua D'Arcy, Jason A Oliver, et al.Journal of Medical Internet Research|June 21, 2022
A Disease Identification Algorithm for Medical Crowdfunding Campaigns: Validation StudySteven S Doerstling, Dennis Akrobetu, Matthew M Engelhard, et al.JAMIA Open|November 12, 2025
Using mixture cure models to address algorithmic bias in diagnostic timing: autism as a test casePeng Wu, Naomi O Davis, Matthew M Engelhard, et al.Scientific Reports|September 23, 2018
Validation of the Sleep Regularity Index in Older Adults and Associations with Cardiometabolic RiskJessica R Lunsford-Avery, Matthew M Engelhard, Ann Marie Navar, et al.Scientific Reports|February 15, 2020
Author Correction: Validation of the Sleep Regularity Index in Older Adults and Associations with Cardiometabolic RiskJessica R Lunsford-Avery, Matthew M Engelhard, Ann Marie Navar, et al.JMIR AI|July 3, 2025
Limitations of Binary Classification for Long-Horizon Diagnosis Prediction and Advantages of a Discrete-Time Time-to-Event Approach: Empirical AnalysisDe Rong Loh, Elliot D Hill, Nan Liu, et al.International Journal of Medical Informatics|March 1, 2017
Remotely engaged: Lessons from remote monitoring in multiple sclerosisMatthew M Engelhard, Stephen D Patek, Kristina Sheridan, et al.AMIA Joint Summits on Translational Science Proceedings. AMIA Joint Summits on Translational Science|June 19, 2026
Multimodal Training to Unimodal Deployment: Leveraging Unstructured Data During Training to Optimize Structured Data Only DeploymentZigui Wang, Minghui Sun, Jiang Shu, et al.JPGN Reports|February 16, 2026
Can artificial intelligence pass the test? Evaluating chatbot scores on pediatric gastroenterology board-style questionsAnnette G Roberts, Reshma Patel, Sharmilaa Babu, et al.Pageof 5