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Peer Review of “Machine Learning Ensemble Identifies Distinct Age-Related Response to Spaceflight in Mammary Tissue (Preprint)”

Sylvester Sakilay, Mitchell Collier, Arya Rahgozar, Toba Olatoye, Simon Muhindi Savai, Myron Pulier, Randa Salah Gomaa Mahmoud, Clara Amaka Nkpoikanke Akpan, Sayan Mitra, Julie Moonga

JMIRx Bio 2025;3:e75688

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Peer Review of “Large Language Models for Pediatric Differential Diagnoses in Rural Health Care: Multicenter Retrospective Cohort Study Comparing GPT-3 With Pediatrician Performance”

Daniela Saderi, Goktug Bender, Toba Olatoye, Arya Rahgozar, Uday Kumar Chalwadi, Eudora Nwanaforo, Paul Hassan Ilegbusi, Sylvester Sakilay, Mitchell Collier

JMIRx Med 2025;6:e73264

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Diagnostic Performance of Artificial Intelligence–Based Methods for Tuberculosis Detection: Systematic Review

Seng Hansun, Ahmadreza Argha, Ivan Bakhshayeshi, Arya Wicaksana, Hamid Alinejad-Rokny, Greg J Fox, Siaw-Teng Liaw, Branko G Celler, Guy B Marks

J Med Internet Res 2025;27:e69068

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Peer Review of “Towards Evaluating the Diagnostic Ability of LLMs (Preprint)”

Daniela Saderi, Randa Salah Gomaa Mahmoud, Goktug Bender, Olajumoke Ope Oladoyin, Paul Hassan Ilegbusi, Arya Rahgozar, Manikant Roy, Maria Machado, Benjamin Senst, Clara Amaka Nkpoikanke Akpan, Nour Shaballout, Sylvester Sakilay, Sandeep Vohra, Mitchell Collier, Morufu Olalekan Raimi, Uday Kumar Chalwadi

JMIRx Med 2024;5:e69830

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Nutrition, Obesity, and Seborrheic Dermatitis: Systematic Review

Emily Woolhiser, Noah Keime, Arya Patel, Isaac Weber, Madeline Adelman, Robert P Dellavalle

JMIR Dermatol 2024;7:e50143

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Combining mHealth Technology and Pharmacotherapy to Improve Mental Health Outcomes and Reduce Human Rights Abuses in West Africa: Intervention Field Trial

Dror Ben-Zeev, Anna Larsen, Dzifa A Attah, Kwadwo Obeng, Alexa Beaulieu, Seth M Asafo, Jonathan Kuma Gavi, Arya Kadakia, Emmanuel Quame Sottie, Sammy Ohene, Lola Kola, Kevin Hallgren, Jaime Snyder, Pamela Y Collins, Angela Ofori-Atta, M-Healer Research Team

JMIR Ment Health 2024;11:e53096

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Empathy and Equity: Key Considerations for Large Language Model Adoption in Health Care

Erica Koranteng, Arya Rao, Efren Flores, Michael Lev, Adam Landman, Keith Dreyer, Marc Succi

JMIR Med Educ 2023;9:e51199

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Optimizing Digital Tools for the Field of Substance Use and Substance Use Disorders: Backcasting Exercise

Florian Scheibein, Elsa Caballeria, Md Abu Taher, Sidharth Arya, Angus Bancroft, Lisa Dannatt, Charlotte De Kock, Nazish Idrees Chaudhary, Roberto Perez Gayo, Abhishek Ghosh, Lillian Gelberg, Cees Goos, Rebecca Gordon, Antoni Gual, Penelope Hill, Iga Jeziorska, Eliza Kurcevič, Aleksey Lakhov, Ishwor Maharjan, Silvia Matrai, Nirvana Morgan, Ilias Paraskevopoulos, Zrinka Puharić, Goodman Sibeko, Jan Stola, Marcela Tiburcio, Joseph Tay Wee Teck, Zaza Tsereteli, Hugo López-Pelayo

JMIR Hum Factors 2023;10:e46678

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Continuing Medical Education in the Post COVID-19 Pandemic Era

Debra Blomberg, Christopher Stephenson, Teresa Atkinson, Anissa Blanshan, Daniel Cabrera, John T Ratelle, Arya B Mohabbat

JMIR Med Educ 2023;9:e49825

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Assessing the Utility of ChatGPT Throughout the Entire Clinical Workflow: Development and Usability Study

Arya Rao, Michael Pang, John Kim, Meghana Kamineni, Winston Lie, Anoop K Prasad, Adam Landman, Keith Dreyer, Marc D Succi

J Med Internet Res 2023;25:e48659

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