Proposals (eHealth)

Designing a Digital Twin for the Management of Noncommunicable Diseases: Protocol for a Pilot Study and Methodology Validation

Edgar Ross, Jason Ross, Patricia Beschler, David Guydan, Robert Jamison

JMIR Res Protoc 2026 (Feb 09); 15:e75934

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Using AI Algorithms and Machine Learning in the Analysis of a Bio-Purification Method (Therapeutic Emesis, Known as “Vamana Karma”): Protocol for a Mixed Methods Study

Pooja Rani, Sumit Kalra, Sachin Singh, Richard David, Ashutosh Ravi Gupta, Anandaraman P V

JMIR Res Protoc 2026 (Feb 03); 15:e79875

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Engagement With and Impact of an mHealth App for Childhood Obesity Prevention and Management: Protocol for a Mixed Methods Study

Madison Milne-Ives, Ananya Ananthakrishnan, Sophie R Homer, Jackie Andrade, Edward Meinert

JMIR Res Protoc 2025 (Oct 02); 14:e71551

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Collecting and Sharing Person-Centered AI Clinical Summaries Across Frailty Services Provided by the National Health Service and Voluntary, Community, and Social Enterprise: Protocol for a Co-Design and Feasibility Study

Kieran Green, Sheena Asthana, Oscar Josue Ponce-Ponte, John Downey, Joanne Watson

JMIR Res Protoc 2025 (Sep 17); 14:e68511

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Screening and Management of Obstructive Sleep Apnea and Daytime Sleepiness Among Professional Drivers in Tunisia: Protocol for a Machine Learning Study

Sameh Msaad, Nesrine Kammoun, Rahma Gargouri, Rim Khemakhem, Amira Triki, Narjes Abid, Sonia Fehri, Kaouthar Kallel, Rim Kammoun, Leila Douik EL Gharbi, Sonia MaalejBellaj, Heni Bouhamed, Ahmed Abdelghani, Chiraz Aichaouia, Mohamed Turki, Samy Kammoun

JMIR Res Protoc 2025 (Aug 15); 14:e70441

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Novel Procedures for Evaluating Autism Online in a Culturally Diverse Population of Children: Protocol for a Mixed Methods Pathway Development Study

Venus Mirzaei, Jeanne Wolstencroft, Georgia Lockwood Estrin, Eleanor Buckley, Shermina Sayani, Panos Katakis, Reena Anand, Tessa Squire, Eleanor Short, Paige Frankson, David Skuse, Michelle Heys

JMIR Res Protoc 2025 (Feb 11); 14:e55741

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Feasibility of a Mobile App–Based Cognitive-Behavioral Perinatal Skills Program: Protocol for Nonrandomized Pilot Trial

Andrea B Temkin-Yu, Aliza Ayaz, Ella Blicker, Michael X Liu, Ace Oh, Isabelle E Siegel, Meredith J Seewald, Alison D Hermann, Soudebah Givrad, Lara M Baez, Lauren M Osborne, Cori M Green, Maddy M Schier, Alexandra M Davis, Shasha Zhu, Avital Falk, Shannon M Bennett

JMIR Res Protoc 2025 (Jan 28); 14:e59461

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The Application of Machine Learning Algorithms to Predict HIV Testing in Repeated Adult Population–Based Surveys in South Africa: Protocol for a Multiwave Cross-Sectional Analysis

Musa Jaiteh, Edith Phalane, Yegnanew A Shiferaw, Refilwe Nancy Phaswana-Mafuya

JMIR Res Protoc 2025 (Jan 27); 14:e59916

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Development of a Mobile App for Occupational Stress Screening Among Female Workers: Protocol for an Exploratory Sequential Design Study

Dini Widianti, Zwasta Pribadi Mahardhika, Robiana Modjo

JMIR Res Protoc 2024 (Nov 14); 13:e55874

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Using a Device-Free Wi-Fi Sensing System to Assess Daily Activities and Mobility in Low-Income Older Adults: Protocol for a Feasibility Study

Jane Chung, Ingrid Pretzer-Aboff, Pamela Parsons, Katherine Falls, Eyuphan Bulut

JMIR Res Protoc 2024 (Nov 12); 13:e53447

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Combating Antimicrobial Resistance Through a Data-Driven Approach to Optimize Antibiotic Use and Improve Patient Outcomes: Protocol for a Mixed Methods Study

Jonathan Mayito, Conrad Tumwine, Ronald Galiwango, Elly Nuwamanya, Suzan Nakasendwa, Mackline Hope, Reuben Kiggundu, Dathan M Byonanebye, Flavia Dhikusooka, Vivian Twemanye, Andrew Kambugu, Francis Kakooza

JMIR Res Protoc 2024 (Nov 08); 13:e58116

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Effects of Combined Visual-Motor Response Training on Cognitive Function and Brain Plasticity Mechanisms in Various Populations: Protocol for a Single-Center, Open-Label, Controlled Clinical Trial

Wenlong Yu, Jiamin Gao, Ping Zhu

JMIR Res Protoc 2024 (Oct 07); 13:e56424

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Establishing the Foundations of Emotional Intelligence in Care Companion Robots to Mitigate Agitation Among High-Risk Patients With Dementia: Protocol for an Empathetic Patient-Robot Interaction Study

Adeline Nyamathi, Nikil Dutt, Jung-Ah Lee, Amir M Rahmani, Mahkameh Rasouli, Donna Krogh, Erik Krogh, David Sultzer, Humayun Rashid, Hamza Liaqat, Riyam Jawad, Farhan Azhar, Ali Ahmad, Bilal Qamar, Taha Yasin Bhatti, Chet Khay, Jocelyn Ludlow, Lisa Gibbs, Julie Rousseau, Mahyar Abbasian, Yutong Song, Cheonkam Jeong, Sabine Brunswicker

JMIR Res Protoc 2024 (Oct 04); 13:e55761

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Design of a Health Education Program to Manage Chronic Neck Pain: Protocol for a Development Study

Milagros Pérez-Muñoz, Isabel Rodríguez-Costa, Gerard Lebrijo-Pérez, Daniel Pecos-Martín, Tomás Gallego-Izquierdo, Yolanda Pérez-Martín

JMIR Res Protoc 2024 (Oct 01); 13:e56632

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Integrating Social Determinants of Health in Machine Learning–Driven Decision Support for Diabetes Case Management: Protocol for a Sequential Mixed Methods Study

Seung-Yup Lee, Leslie W Hayes, Bunyamin Ozaydin, Steven Howard, Alison M Garretson, Heather M Bradley, Andrew M Land, Erin W DeLaney, Amy O Pritchett, Amanda L Furr, Ashleigh Allgood, Matthew C Wyatt, Allyson G Hall, Jane C Banaszak-Holl

JMIR Res Protoc 2024 (Sep 25); 13:e56049

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Recovery and Renewal of Co-Design Approaches in Health: Protocol for a Realist Synthesis

Maryam Mallakin, Joe Langley, Gillian Harvey, Sarah Walker, Caylee Raber, Nadia Beyzaei, Luz A Paczka Giorgi, Paul Holyoke, Kate Sellen

JMIR Res Protoc 2024 (Jul 17); 13:e58318

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Combating Fraudulent Participation in Urban American Indian and Alaska Native Virtual Health Research: Protocol for Increasing Data Integrity in Online Research (PRIOR)

Nicole D Reed, Sheana Bull, Umit Shrestha, Michelle Sarche, Carol E Kaufman

JMIR Res Protoc 2024 (Jun 13); 13:e52281

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Telehealth-Delivered Program and Accompanying Patients to Enhance the Clinical Condition of Patients Throughout a Liver Transplant: Protocol for a Mixed Methods Study

Marie-Pascale Pomey, Enora Le Roux, Nathalie Nadon, Jessie Perron, Angèle Barry, Chantal Bémeur, Thomas G Poder, Fernand Duford, Louise Laviolette, Johanne Tétrault-Lassonde, Cécile Vialaron, Manuel J Escalona, Louise Normandin, Geneviève Huard, Catherine Girardin, Christopher Rose, Kathy Malas, Denis Ouellet, Catherine Vincent

JMIR Res Protoc 2024 (Mar 22); 13:e54440

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Digitally Diagnosing Multiple Developmental Delays Using Crowdsourcing Fused With Machine Learning: Protocol for a Human-in-the-Loop Machine Learning Study

Aditi Jaiswal, Ruben Kruiper, Abdur Rasool, Aayush Nandkeolyar, Dennis P Wall, Peter Washington

JMIR Res Protoc 2024 (Feb 08); 13:e52205

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Personalized Deep Learning for Substance Use in Hawaii: Protocol for a Passive Sensing and Ecological Momentary Assessment Study

Yinan Sun, Ali Kargarandehkordi, Christopher Slade, Aditi Jaiswal, Gerald Busch, Anthony Guerrero, Kristina T Phillips, Peter Washington

JMIR Res Protoc 2024 (Feb 07); 13:e46493

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