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Identifying Adolescent Depression and Anxiety Through Real-World Data and Social Determinants of Health: Machine Learning Model Development and Validation

Mamoun T Mardini, Georges E Khalil, Chen Bai, Aparna Menon DivaKaran, Jessica M Ray

JMIR Ment Health 2025;12:e66665

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Unified Mobile App for Streamlining Verbal Autopsy and Cause of Death Assignment in India: Design and Development Study

Harleen Kaur, Stuti Tripathi, Manjeet Singh Chalga, Sudhir K Benara, Amit Dhiman, Shefali Gupta, Saritha Nair, Geetha Menon, B K Gulati, Sandeep Sharma, Saurabh Sharma

JMIR Form Res 2025;9:e59937

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Medication Prescription Policy for US Veterans With Metastatic Castration-Resistant Prostate Cancer: Causal Machine Learning Approach

Deepika Gopukumar, Nirup Menon, Martin W Schoen

JMIR Med Inform 2024;12:e59480

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Mobile Apps for the Personal Safety of At-Risk Children and Youth: Scoping Review

Camille Bowen-Forbes, Tilovatul Khondaker, Tania Stafinski, Maliheh Hadizadeh, Devidas Menon

JMIR Mhealth Uhealth 2024;12:e58127

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Exploring the Impact of In Basket Metrics on the Adoption of a New Electronic Health Record System Among Specialists in a Tertiary Hospital in Alberta: Descriptive Study

Melita Avdagovska, Craig Kuziemsky, Helia Koosha, Maliheh Hadizadeh, Robert P Pauly, Timothy Graham, Tania Stafinski, David Bigam, Narmin Kassam, Devidas Menon

J Med Internet Res 2024;26:e53122

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Users' Acceptability and Perceived Efficacy of mHealth for Opioid Use Disorder: Scoping Review

Lynnette Nathalie Lyzwinski, Mohamed Elgendi, Carlo Menon

JMIR Mhealth Uhealth 2024;12:e49751

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Machine Learning Methods Using Artificial Intelligence Deployed on Electronic Health Record Data for Identification and Referral of At-Risk Patients From Primary Care Physicians to Eye Care Specialists: Retrospective, Case-Controlled Study

Joshua A Young, Chin-Wen Chang, Charles W Scales, Saurabh V Menon, Chantal E Holy, Caroline Adrienne Blackie

JMIR AI 2024;3:e48295

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Innovative Approaches to Menstruation and Fertility Tracking Using Wearable Reproductive Health Technology: Systematic Review

Lynnette Lyzwinski, Mohamed Elgendi, Carlo Menon

J Med Internet Res 2024;26:e45139

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A Hospital-Wide Open-Label Cluster Crossover Pragmatic Comparative Effectiveness Randomized Trial Comparing Normal Saline to Ringer’s Lactate: Protocol and Statistical Analysis Plan of The FLUID Trial

Julia F Shaw, Yongdong Ouyang, Dean A Fergusson, Tracy McArdle, Claudio Martin, Deborah Cook, Ian D Graham, Steven Hawken, Colin J L McCartney, Kusum Menon, Raphael Saginur, Andrew Seely, Ian Stiell, Alison Fox-Robichaud, Shane English, John Marshall, Kednapa Thavorn, Monica Taljaard, Lauralyn A McIntyre, Canadian Critical Care Trials Group

JMIR Res Protoc 2023;12:e51783

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Implementation of a Digital Health Tool for Patients Awaiting Input From a Specialist Weight Management Team: Observational Study

Petra Hanson, Charlotte Summers, Arjun Panesar, Alexandros Leonidas Liarakos, Dominic Oduro-Donkor, Danniella Whyte Oshodi, Luke Hailston, Harpal Randeva, Vinod Menon, Michaela de la Fosse, Amit Kaura, Emma Shuttlewood, Mark Loveder, Donna Poole, Thomas M Barber

JMIR Hum Factors 2023;10:e41256

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