mHealth for Screening

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Articles published in 2026 in this theme: 41 (scroll down to load remaining articles)

2026

Healthcare workers administer CYTB Injection and use mobile app for screening in rural India.

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A Screening Model for Latent Tuberculosis Infection Among Household Contacts of Patients With Tuberculosis Based on the CyTB Test and an Android App: Protocol for a Development and Implementation Study

Ramesh Kumar Huda, Deepika Yadav, Pooja Chaudhary, Jayvardhan Singh, Laxmikant Mandhana, Manoj Prajapati, Sumit Kalra, Mukti Khetan, Ramesh Kumar Sangwan, Pankaj Bhardwaj

JMIR Res Protoc 2026 (Oct 22); 15:e95534

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Man wearing a VR headset, experiencing immersive virtual reality gaming.

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Applying the Information-Motivation-Behavioral Skills Model to a Virtual Reality–Assisted Cognitive Health Education Intervention to Promote Screening Uptake: Qualitative Study

Tingting Yin, Yulei Song, Bingqing Yang, Jingjing Yan, Yan Wang, Haiyan Yin, Xueqing Zhang, Guihua Xu, Yamei Bai

JMIR Hum Factors 2026 (Oct 21); 13:e91657

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Young girl using a nebulizer mask for respiratory treatment

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Exploring Perspectives and Barriers in Implementing Home Monitoring for Pediatric Pulmonary Diseases: Mixed Methods Study

Mees HP Stoop, Romy Krul, Badies HAN Manai, Iris Groothuis, Arwen J Sprij, Marianne Nuijsink, Hettie M Janssens, Matthijs D Kruizinga

JMIR Pediatr Parent 2026 (Oct 20); 9:e101452

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Close-up of child's open mouth with smartphone displaying dental scan

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Mobile AI-Assisted Oral Lesion Triage for Community Oral Cancer Screening: Prospective Field Evaluation Study

Hao-Yun Liu, Yu-Cheng Huang, Ling-Ying Wei, Cheng-Ying Chou, Jang-Jaer Lee, Shyh-Jye Chen, Chien-Chang Lee, Si-Wei Chen

JMIR Mhealth Uhealth 2026 (Oct 20); 14:e101721

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Child's finger tracing numbers 1-19 on a tablet game

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Tablet-Based Neurocognitive Tests for Ugandan Adolescents Living With HIV: Cross-Sectional Validation Study

Reuben N Robbins, Angel Nanteza, Joy Louise Gumikiriza-Onoria, Anthony Santoro, Christopher M Ferraris, Christine Karungi, Daphne Tsapalas, Nana Asiedu, Courtney Kirsch, Mei Tan, Jun Liu, Itziar Familiar-Lopez, Victor Musiime, Sahera Dirajlal-Fargo

JMIR Mhealth Uhealth 2026 (Oct 13); 14:e103288

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Woman using smartphone with virtual chat interface and health icons

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Effectiveness of Chatbots in Mental Health Screening and Assessment: Systematic Review

Isabel Morales Gil, Inés Marti-Estevez, Sandra Doval, José Miguel Gutiérrez-Carrillo, Rocío Fausor, Silvia Arribas-García, Miguel Ángel Álvarez-Mon, Javier Quintero

JMIR Ment Health 2026 (Oct 06); 13:e93672

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Patient undergoing an eye exam with an ophthalmologist and assistants.

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Ocular Factors Affecting AI Diagnosis in Diabetic Retinopathy Screening for Resource-Limited Regions: Cross-Sectional Study

Ying Xue, Xin Hu, Shuaijie Yuan, Junfang Zhang, Hongxia Hu, Shangbo Yang, Rongrong Zhu

J Med Internet Res 2026 (Sep 30); 28:e85181

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Elderly person in wheelchair holding knee, experiencing knee pain.

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Prediction of 2-Year Incident Clinical Knee Osteoarthritis From Extensor Mechanism Mechanical Properties in Asymptomatic Community-Dwelling Older Adults: Prospective Cohort Study

Ui-jae Hwang, Zongpan Li, Peng Xia, Tianxiang Fan, Arnold Wong, Oh-yun Kwon, Siu-ngor Fu

JMIR Aging 2026 (Sep 24); 9:e84494

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Laptop screen displaying a medical record form with fields for personal information.

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Natural Language Processing Identification of Nonprescribed Fentanyl Use in Electronic Health Records: Algorithm Development and Validation Study

Joshua Trujeque, Joseph A Simonetti, Isai Ortiz, Nicholas E Ingraham, Nathan Mesfin, Jeremy Yeung, Rui Zhang, Lisa A Brenner, R Adams Dudley

J Med Internet Res 2026 (Sep 09); 28:e97485

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Doctor examining patient's eyes with a penlight in a medical exam room.

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Implementing Diabetic Eye Care in Rural Primary Care Through Teleophthalmology and Pop-Up Clinics: Mixed Methods Study

Nisha G Arya, Victoria Koltchine, Talia C Gearinger, Sherianne Buehler, Reza Yousefi-Nooraie, Rajeev S Ramchandran

JMIR Diabetes 2026 (Sep 03); 11:e106290

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Doctor shows medical training app on phone with expert/novice options

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Applying an AI Decision Support Device During Cervical Cancer Screening in Bangladesh and Uganda: Implementation Study

Jaap Koot, Johnblack Kabukye, Guruvare Shyamala, Naheed Nazrul,, Aminur Rahman Shaheen, Carolyn Nakisige, Shamim Namagembe, Keerthana Prasad, Jogchum Beltman

JMIR Form Res 2026 (Sep 03); 10:e81493

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Doctor explains colorectal cancer screening kit to patient

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Time to Cancer Screening Completion Following an SMS Reminder Intervention in a Large Federally Qualified Health Center Network: Secondary Data Analysis

Tonghui Xu, Summer Chavez, Ben King, Gonzalo Ramirez-Pulido, Chinedum O Ojinnaka, Daniel Osayi, Valery Kounga, Omolola E Adepoju

JMIR Mhealth Uhealth 2026 (Sep 03); 14:e93912

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Woman on phone near laptop showing research flow chart for ARU/SimFlow AI

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Feasibility and Acceptability of an AI-Driven Conversational Platform for Structured Autism History Taking and Referral Support: Mixed Methods Proof-of-Concept Study

Shabnam Sadeghi Esfahlani, Louise Prothero, Chris Jacobs, Jon Turvey, Naboshika Nantheswaran, Naim Abdulmohdi

JMIR Form Res 2026 (Aug 27); 10:e100237

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Development and Validation of an Interpretable Machine Learning Model for Staging Helicobacter pylori–Initiated Intestinal-Type Gastric Cancer in the Correa Cascade: Cross-Sectional Study

Jiawei Tang, Huijin Chen, Wenwen Zhang, Alfred Chin Yen Tay, Barry J Marshall, Cong Ma, Liang Wang

J Med Internet Res 2026 (Aug 07); 28:e94837

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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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Elderly woman doing a squat exercise while following a fitness app on her phone.

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Smartphone-Based Physical Performance and Multidimensional Determinants of Self-Reported Knee Pain in Community-Dwelling Older Adults: Cross-Sectional Machine Learning and Network Analysis Study

Ui-jae Hwang, Peng Xia, Tianxiang Fan, Arnold YL Wong, Oh-yun Kwon, Siu-ngor Fu

JMIR Mhealth Uhealth 2026 (Aug 03); 14:e92466

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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 checks smartwatch displaying actigraphy data for depressive symptoms detection.

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Passive Screening for Depressive Symptoms Using Daily Wrist Actigraphy and Deep Learning: Model Development and Validation Study

Doljinsuren Enkhbayar, Somin Oh, Jinhee Lee, Min-Hyuk Kim, Erdenebayar Urtnasan, Jaehong Key

JMIR Mhealth Uhealth 2026 (Jul 15); 14:e91479

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Several pufferfish swim in a blue ocean with coral reef in the background.

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Construct Validation of a Remote Brain Health Assessment Battery to Evaluate Vocational Aptitude and Factors Associated With Cognitive Resilience in the Military: Observational Trial

Mouna Attarha, Melissa Polusny, Melissa Fisher, Karrie Fitzpatrick, Wendy Schlinsog, Cathy Chen, Sophia Vinogradov

JMIR Form Res 2026 (Jul 06); 10:e99490

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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