Items where Author is "Afzal, Muhammad"

Article

Park, Chulwoong and Cho, Kyounghee and Park, Yeunsoo and Mayouf, Mohammad and Afzal, Muhammad (2026) Smarter and healthier cities in the era of AI: A state-of-the-art review. Cities, 179. p. 107436. ISSN 0264-2751

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

Afzal, Muhammad and Hussain, Jamil and Abbas, Asim and Hussain, Maqbool and Attique, Muhammad and Lee, Sungyoung (2024) Transformer-based active learning for multi-class text annotation and classification. Digital Health, 10. ISSN 2055-2076

Lokker, Cynthia and McKibbon, K Ann and Afzal, Muhammad and Navarro, Tamara and Linkins, Lori-Ann and Haynes, R Brian and Iorio, Alfonso (2024) The McMaster Health Information Research Unit: Over a Quarter-Century of Health Informatics Supporting Evidence-Based Medicine. Journal of Medical Internet Research, 26. e58764. ISSN 1438-8871

Soares, Andrey and Schilling, Lisa M. and Richardson, Joshua and Kommadi, Bhagvan and Subbian, Vignesh and Dehnbostel, Joanne and Shahin, Khalid and Robinson, Karen A. and Afzal, Muhammad and Lehmann, Harold P. and Kunnamo, Ilkka and Alper, Brian S. (2024) Making Science Computable Using Evidence-Based Medicine on Fast Healthcare Interoperability Resources: Standards Development Project. Journal of Medical Internet Research, 26. e54265. ISSN 1438-8871

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