Rameshwari Prasad, Prasakthi Venkatesan, Shawn Asadian, Randa Salah Gomaa Mahmoud, Uday Kumar Chalwadi, Chidi Asuzu MD, MMCi, Benjamin Senst, J Moonga, and Toba Isaac Olatoye of JMIR Publications reviewed Interactive Evaluation of an Adaptive-Questioning Symptom Checker Using Standardized Clinical Vignettes Family Practice Review published October 8, 2025 Preprint server medRxiv
Philip Hotor, Vasco Medeiros, J Moonga, CLARA AMAKA NKPOIKANKE AKPAN, Uday Kumar Chalwadi, Randa Salah Gomaa Mahmoud, Toba Isaac Olatoye, Prasakthi Venkatesan, Sheli Francis, Gabriel Kwaku Agbeshie, Benjamin Senst, Myron Pulier, and Rameshwari Prasad of JMIR Publications reviewed The Reliability of LLMs for Medical Diagnosis: An Examination of Consistency, Manipulation, and Contextual Awareness Review published September 16, 2025 Preprint server arXiv
Vanessa Fairhurst, Sylvester Sakilay, Randa Salah Gomaa Mahmoud, Shailee Rasania, J Moonga, Toba Isaac Olatoye, Rameshwari Prasad, Prasakthi Venkatesan, Vasco Medeiros, Uday Kumar Chalwadi, Aniket Abhishek Soni, and 1 other author of JMIR Publications reviewed The order in speech disorder: a scoping review of state of the art machine learning methods for clinical speech classification Review published April 29, 2025 Preprint server arXiv
Daniela Saderi, Randa Salah Gomaa Mahmoud, Goktug Bender, Olajumoke Ope Oladoyin, Paul Hassan Ilegbusi, Arya Rahgozar, Ph.D., Manikant Roy, Maria J C Machado, Benjamin Senst, CLARA AMAKA NKPOIKANKE AKPAN, Nour Shaballout, Sylvester Sakilay, Sandeep Vohra, Mitchell Collier, Raimi Morufu Olalekan (BSc. M.Sc. Ph.D. MNES, REHO, LEHO, FAIWMES)), Uday Kumar Chalwadi, and Toba Olatoye of JMIR Publications reviewed Towards Evaluating the Diagnostic Ability of LLMs Radiology, Nuclear Medicine and Imaging Review published December 4, 2024 Preprint server Preprints.org
Daniela Saderi, Goktug Bender, Toba Olatoye, Arya Rahgozar, Ph.D., Uday Kumar Chalwadi, Eudora Nwanaforo, Paul Hassan Ilegbusi, Sylvester Sakilay, and Mitchell Collier of JMIR Publications reviewed Evaluating the accuracy and reliability of large language models in assisting with pediatric differential diagnoses: A multicenter diagnostic study Health InformaticsArtificial IntelligenceFamily Practice Review published November 8, 2024 Preprint server medRxiv