mHealth for Diagnosis

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Years in this theme: All years 2026 2025 2024 2023 2022 2021 2020

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Articles published in this theme: 99 (scroll down to load remaining articles)

2026

Physical therapist records boy with leg brace walking for rehabilitation.

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Co-Designing a Clinician-Centered Video Gait Assessment System for Cerebral Palsy Based on the Framework for Co-Design of Clinical Practice Tools: Iterative Development and Formative Evaluation Study

Xi Gao, Xingye Cheng, Jiming Sun, Wenqi Liang, Stacey Reading, Yanxin Zhang

J Med Internet Res 2026 (Aug 21); 28:e92823

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Man with hand on temple, experiencing headache pain

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Conversational Large Language Models for Vestibular Diagnosis in Outpatient Clinics: Prospective Multicenter Diagnostic Accuracy Study

Chongkai Lu, Ruiqi Zhang, Huaili Jiang, Yanping Yu, Sulin Zhang, Qin Lin, Peixia Wu, Huawei Li

J Med Internet Res 2026 (Aug 07); 28:e100442

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Laptop screen displays a minimalist design with two dots, one black and one red, on a cream background.

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Utility of Tablet-Based Eye Tracking for Early Screening of Poststroke Cognitive Impairment: Diagnostic Cohort Study

Boxu Xie, Ronghui Ren, Yuting Zhang, Xuan Wang, Junli Zhen

JMIR Mhealth Uhealth 2026 (Aug 06); 14:e83194

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Smartphone displays sound wave and kidney icon next to a toilet, suggesting health monitoring.

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Digital Acoustic Uroflowmetry for Noninvasive Urine Flow Rate Monitoring in Men Using Smartphone Acoustic Pattern Recognition: Protocol for the Development of a System and Mobile App

Kevin Yonathan, Harrina Erlianti Rahardjo, Irfan Wahyudi, Fina Widia, Putu Angga Risky Raharja, Saras Serani Sesari

JMIR Res Protoc 2026 (Jul 23); 15:e102842

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Woman shows phone screen with skin condition photo to healthcare provider.

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Frontline Health Workers’ Perspectives of the World Health Organization Skin Neglected Tropical Diseases App in Kenya: Qualitative Study on AI-Embedded mHealth Implementation

Emily E V Quilter, Ruth Nyangacha, Esther Kinyeru, Aïna Fuster Casanovas, Kenton O'Hara, Diana Atieno, José A Ruiz-Postigo, Carme Carrion, Amberly Brigden

JMIR Mhealth Uhealth 2026 (Jul 14); 14:e81829

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App screen showing facial scan for Quick Exam, with fields for patient data.

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Real-Time, Objective Assessment of Facial Paralysis Using a Mobile Tool (FaceADE): Feasibility Case-Control Study

Marcelina Puc, Anthony Newman, Alexandra Antoinette Myers, Katherine Guo, Amar Sheth, Jon-Paul Pepper

JMIR Form Res 2026 (Jul 14); 10:e85965

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Man with headphones on phone at outdoor cafe table with coffee and sunglasses

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Real-Time Smartphone Monitoring Assessments as a Cognitive Biomarker of Alzheimer Disease: Protocol for a Development Study

Meaghan McKenna, John Torous, Eden Rozenblit, Matthew Flathers, Sean Ryan, Andrew Jin Soo Byun, Chun Lim

JMIR Res Protoc 2026 (Jul 03); 15:e93259

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Doctors review liver scan on monitor, showing tumor and neural network visualization.

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Radiomics-Based AI for the Diagnosis and Prognosis of Vessels Encapsulating Tumor Clusters in Hepatocellular Carcinoma: Systematic Review and Meta-Analysis

Xuefeng Hua, Rongdang Fu, Ziwei Yin

J Med Internet Res 2026 (Jul 02); 28:e90931

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Person texting on phone outside hospital emergency entrance with ambulance

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Smartphone Keystroke Biomarkers as Predictors of Adverse Neuropsychiatric Sequelae After Trauma in Trauma Survivors: Prospective Observational Cohort Study

Nicole A Short, Xinming An, Yinyao Ji, Qinghua Li, Thomas C Neylan, Gari D Clifford, Stacey L House, Francesca L Beaudoin, Jennifer S Stevens, Sarah D Linnstaedt, Laura T Germine, John P Haran, Alan B Storrow, Christopher Lewandowski, Paul I Musey Jr, Phyllis L Hendry, Sophia Sheikh, Christopher W Jones, Brittany E Punches, Jose L Pascual, Mark J Seamon, Erica Harris, Claire Pearson, Roland C Merchant, Robert M Domeier, Niels K Rathlev, Brian J O'Neil, Paulina Sergot, Leon D Sanchez, Steven E Bruce, Ronald C Kessler, Karestan C Koenen, Kerry J Ressler, Samuel A McLean

J Med Internet Res 2026 (Jun 01); 28:e73771

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Elderly woman checks her smartwatch, displaying 12:30 PM

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Reliability and Safety of Smartwatch Blood Pressure and Oxygen Saturation Measurements in Older Adults: Instrument Validation Study

Ricardo Madeira, Dulce Esteves, Henrique Neiva, Adriana Maia, Catarina Rondão, Nuno Pinto, Alessandro Vercelli, Maria Vaz Pato

JMIR Form Res 2026 (May 22); 10:e81955

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Elderly man with Alzheimer's attempts a jigsaw puzzle, supported by a caregiver.

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A Novel Combined Audiovisual-Semantic Digital Tool for Early-Stage Cognitive Decline Detection: Development and Validation Study

Qiwei Wu, Binyu Zhao, Zihao Zheng, Betsy Seah, Xueping Zhang, Jing Shao

JMIR Aging 2026 (May 05); 9:e91165

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Person in workout clothes checks smartwatch and phone, with water bottle nearby.

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Characterizing Physical Activity Trajectories Preceding Incident Major Depressive Disorder Diagnosis With Consumer Wearable Devices in the All of Us Research Program: Retrospective Nested Case-Control Study

Yuezhou Zhang, Amos A Folarin, Hugh Logan Ellis, Rongrong Zhong, Callum Stewart, Heet Sankesara, Hyunju Kim, Shaoxiong Sun, Abhishek Pratap, Richard JB Dobson

J Med Internet Res 2026 (May 04); 28:e93164

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Young girl with space buns learning with flashcards in a classroom

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Development of a Child Articulation Screening Test Within Digital Therapeutics: Delphi Study

Jaewon Lee, Sejin Kwon, Jin Young Ko, Yulhyun Park, Jinju Lee, Ju Seok Ryu, Seo Yeon Yoon, Jee Hyun Suh

JMIR Form Res 2026 (Apr 23); 10:e90110

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Senior man wearing a heart rate monitor chest strap during exercise.

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A Deep Neural Network for Interpreting Wearable Electrocardiogram Data in Atrial Fibrillation: Prospective Observational Diagnostic Accuracy Study

Olli A Rantula, Jukka A Lipponen, Jari Halonen, Helena Jäntti, Onni E Santala, Jagdeep Sedha, Tero J Martikainen, Juha E K Hartikainen, Tuomas T Rissanen, Mika P Tarvainen, Noora S Naukkarinen, Eemu-Samuli Seljola

JMIR Mhealth Uhealth 2026 (Apr 23); 14:e82475

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Elderly hands with bangles using a smartphone

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Remote Monitoring of Cryosurgery Response Using a Smartphone App: Prospective Study

Vanessa R Weir, Emily A Cowen, Trina Salvador, Mary D Sun, Lilly Gu, Maura C Gillis, Nicholas R Kurtansky, Veronica Rotemberg, Allan C Halpern

JMIR Dermatol 2026 (Mar 18); 9:e63467

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Man looking at smartphone with heart rate monitor overlay

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Assessing Mental Health and Emotional States by Using Smartphone Photoplethysmography–Based Digital Pulse Waveform Analysis: Cross-Sectional Observational Study

Ivan Liu, Luming Hu, Jing Luo, Chang Liu, Qi Zhong, Shiguang Ni

JMIR Mhealth Uhealth 2026 (Mar 16); 14:e81301

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Person holding a dog DNA test kit with instructions

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Use of the GTT@home Oral Glucose Tolerance Test Kit in Gestational Diabetes Mellitus: Performance Evaluation Study

Gareth J Dunseath, Stephen D Luzio, Wai Yee Cheung, Sharon N Parsons, Nicola John, Mahmoud Chokor, Michael Atkinson, Rajesh Peter

JMIR Diabetes 2026 (Feb 11); 11:e69695

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2025

Dentist showing a child how to brush teeth on a dental model

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Dental Caries Detection in Children Using Intraoral Scanners Featuring Fluorescence: Diagnostic Agreement Study

Bree Jones, Tong Chen, Stavroula Michou, Nicky Kilpatrick, Nigel Curtis, David P Burgner, Christoph Vannahme, Mihiri Silva

JMIR Public Health Surveill 2025 (Dec 08); 11:e78023

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Man in brown t-shirt and jeans standing at a urinal in a tiled bathroom

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Efficacy and Reliability of Mobile Uroflowmetry in Patients With Benign Prostatic Hyperplasia Undergoing Transurethral Resection: Prospective Multicenter Observational Pilot Validation Study

Sang Hun Song, Younsoo Chung, Hoyoung Ryu, Jeong Woo Lee, Sangchul Lee

J Med Internet Res 2025 (Dec 05); 27:e75313

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HIV self-test kit instructions on phone screen next to finger prick blood collection

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Perspectives on App-Assisted Self-Testing Using Rapid Diagnostic Tests Among Community Members, Health Care Providers, and Public Health Leaders in Kenya, South Africa, and Zambia: Qualitative Study

Anjali Sharma, Patricia Maritim, Hilton Humphries, Zachary Kwena, Derek Pollard, Gabrielle O’Malley, Shawna Cooper, Meagan Bemer, Elizabeth Anne Bukusi, Amber Lauff, Lenika Naiken, Chanda Mwamba, Thandanani Madonsela, Jennifer Faith Morton, Dino Rech, Norton Sang, Ayanda Tshazi, Alastair van Heerden, Anna Winters, Paul K Drain

J Med Internet Res 2025 (Nov 26); 27:e70273

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