Items where Author is "Parrish, Rick"

Article

Zhou, Fangwen and Saha, Ashirbani and Afzal, Muhammad and Parrish, Rick and Haynes, R Brian and Iorio, Alfonso and Lokker, Cynthia (2026) Understanding Transformer-Based Classifications of Medical Text Using a Large Language Model for the Attribution of Feature Importance: Proof-of-Concept Algorithm Development and Validation Study. JMIR Medical Informatics, 14. e81644-e81644. ISSN 2291-9694

Zhou, Fangwen and Lokker, Cynthia and Parrish, Rick and Haynes, R Brian and Iorio, Alfonso and Saha, Ashirbani and Afzal, Muhammad (2026) Fine-Tuning and Benchmarking Transformer Models for Multiclass Classification of Clinical Research Papers: Retrospective Modeling Study. JMIR AI, 5. e77311. ISSN 2817-1705

Zhou, Fangwen and Parrish, Rick and Afzal, Muhammad and Saha, Ashirbani and Haynes, R. Brian and Iorio, Alfonso and Lokker, Cynthia (2025) Benchmarking domain-specific pretrained language models to identify the best model for methodological rigor in clinical studies. Journal of Biomedical Informatics, 166. p. 104825. ISSN 1532-0464

Lokker, Cynthia and Bagheri, Elham and Abdelkader, Wael and Parrish, Rick and Afzal, Muhammad and Navarro, Tamara and Cotoi, Chris and Germini, Federico and Linkins, Lori and Haynes, R. Brian and Chu, Lingyang and Iorio, Alfonso (2023) Deep Learning to Refine the Identification of High-Quality Clinical Research Articles from the Biomedical Literature: Performance Evaluation. Journal of Biomedical Informatics. p. 104384. ISSN 1532-0464