mHealth for Diagnosis

Using Large Language Models to Detect Depression From User-Generated Diary Text Data as a Novel Approach in Digital Mental Health Screening: Instrument Validation Study

Daun Shin, Hyoseung Kim, Seunghwan Lee, Younhee Cho, Whanbo Jung

J Med Internet Res 2024 (Sep 18); 26:e54617

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Real-World Accuracy of Wearable Activity Trackers for Detecting Medical Conditions: Systematic Review and Meta-Analysis

Ben Singh, Sebastien Chastin, Aaron Miatke, Rachel Curtis, Dorothea Dumuid, Jacinta Brinsley, Ty Ferguson, Kimberley Szeto, Catherine Simpson, Emily Eglitis, Iris Willems, Carol Maher

JMIR Mhealth Uhealth 2024 (Aug 30); 12:e56972

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Hjernetegn.dk—The Danish Central Nervous System Tumor Awareness Initiative Digital Decision Support Tool: Design and Implementation Report

Kathrine Synne Weile, René Mathiasen, Jeanette Falck Winther, Henrik Hasle, Louise Tram Henriksen

JMIR Med Inform 2024 (Jul 25); 12:e58886

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Diagnostic Accuracy of a Mobile AI-Based Symptom Checker and a Web-Based Self-Referral Tool in Rheumatology: Multicenter Randomized Controlled Trial

Johannes Knitza, Koray Tascilar, Franziska Fuchs, Jacob Mohn, Sebastian Kuhn, Daniela Bohr, Felix Muehlensiepen, Christina Bergmann, Hannah Labinsky, Harriet Morf, Elizabeth Araujo, Matthias Englbrecht, Wolfgang Vorbrüggen, Cay-Benedict von der Decken, Stefan Kleinert, Andreas Ramming, Jörg H W Distler, Peter Bartz-Bazzanella, Nicolas Vuillerme, Georg Schett, Martin Welcker, Axel Hueber

J Med Internet Res 2024 (Jul 23); 26:e55542

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Continuous Monitoring of Heart Rate Variability and Respiration for the Remote Diagnosis of Chronic Obstructive Pulmonary Disease: Prospective Observational Study

Xiaolan Chen, Han Zhang, Zhiwen Li, Shuang Liu, Yuqi Zhou

JMIR Mhealth Uhealth 2024 (Jul 18); 12:e56226

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ChatGPT With GPT-4 Outperforms Emergency Department Physicians in Diagnostic Accuracy: Retrospective Analysis

John Michael Hoppe, Matthias K Auer, Anna Strüven, Steffen Massberg, Christopher Stremmel

J Med Internet Res 2024 (Jul 08); 26:e56110

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Efficacy of an Artificial Intelligence App (Aysa) in Dermatological Diagnosis: Cross-Sectional Analysis

Shiva Shankar Marri, Warood Albadri, Mohammed Salman Hyder, Ajit B Janagond, Arun C Inamadar

JMIR Dermatol 2024 (Jul 02); 7:e48811

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AI: Bridging Ancient Wisdom and Modern Innovation in Traditional Chinese Medicine

Linken Lu, Tangsheng Lu, Chunyu Tian, Xiujun Zhang

JMIR Med Inform 2024 (Jun 28); 12:e58491

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Real-World Evidence From a Digital Health Treatment Program for Female Urinary Incontinence: Observational Study of Outcomes Following User-Centered Product Design

Evelyn Hall, Laura Keyser, Jessica McKinney, Samantha Pulliam, Milena Weinstein

JMIR Form Res 2024 (Jun 27); 8:e58551

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A Symptom-Checker for Adult Patients Visiting an Interdisciplinary Emergency Care Center and the Safety of Patient Self-Triage: Real-Life Prospective Evaluation

Andreas Meer, Philipp Rahm, Markus Schwendinger, Michael Vock, Bettina Grunder, Jacopo Demurtas, Jonas Rutishauser

J Med Internet Res 2024 (Jun 27); 26:e58157

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Evaluating ChatGPT-4’s Accuracy in Identifying Final Diagnoses Within Differential Diagnoses Compared With Those of Physicians: Experimental Study for Diagnostic Cases

Takanobu Hirosawa, Yukinori Harada, Kazuya Mizuta, Tetsu Sakamoto, Kazuki Tokumasu, Taro Shimizu

JMIR Form Res 2024 (Jun 26); 8:e59267

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Detection of Mild Cognitive Impairment Through Hand Motor Function Under Digital Cognitive Test: Mixed Methods Study

Aoyu Li, Jingwen Li, Jiali Chai, Wei Wu, Suamn Chaudhary, Juanjuan Zhao, Yan Qiang

JMIR Mhealth Uhealth 2024 (Jun 26); 12:e48777

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Smartphone Pupillometry and Machine Learning for Detection of Acute Mild Traumatic Brain Injury: Cohort Study

Anthony J Maxin, Do H Lim, Sophie Kush, Jack Carpenter, Rami Shaibani, Bernice G Gulek, Kimberly G Harmon, Alex Mariakakis, Lynn B McGrath, Michael R Levitt

JMIR Neurotech 2024 (Jun 13); 3:e58398

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Does an App a Day Keep the Doctor Away? AI Symptom Checker Applications, Entrenched Bias, and Professional Responsibility

Ma'n H Zawati, Michael Lang

J Med Internet Res 2024 (Jun 05); 26:e50344

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Direct Clinical Applications of Natural Language Processing in Common Neurological Disorders: Scoping Review

Ilana Lefkovitz, Samantha Walsh, Leah J Blank, Nathalie Jetté, Benjamin R Kummer

JMIR Neurotech 2024 (May 22); 3:e51822

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“Notification! You May Have Cancer.” Could Smartphones and Wearables Help Detect Cancer Early?

Suzanne E Scott, Matthew J Thompson

JMIR Cancer 2024 (May 20); 10:e52577

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Facilitators of and Barriers to the Use of a Digital Self-Management Service for Diagnostic Testing: Focus Group Study With Potential Users

Kyma Schnoor, Esther P W A Talboom-Kamp, Muamer Hajtić, Niels H Chavannes, Anke Versluis

JMIR Hum Factors 2024 (May 10); 11:e45115

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Mobile Apps for COVID-19 Detection and Diagnosis for Future Pandemic Control: Multidimensional Systematic Review

Mehdi Gheisari, Mustafa Ghaderzadeh, Huxiong Li, Tania Taami, Christian Fernández-Campusano, Hamidreza Sadeghsalehi, Aaqif Afzaal Abbasi

JMIR Mhealth Uhealth 2024 (Feb 22); 12:e44406

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Development and Implementation of Digital Diagnostic Algorithms for Neonatal Units in Zimbabwe and Malawi: Development and Usability Study

Hannah Gannon, Leyla Larsson, Simbarashe Chimhuya, Marcia Mangiza, Emma Wilson, Erin Kesler, Gwendoline Chimhini, Felicity Fitzgerald, Gloria Zailani, Caroline Crehan, Nushrat Khan, Tim Hull-Bailey, Yali Sassoon, Morris Baradza, Michelle Heys, Msandeni Chiume

JMIR Form Res 2024 (Jan 26); 8:e54274

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App Characteristics and Accuracy Metrics of Available Digital Biomarkers for Autism: Scoping Review

Sonia Ponzo, Merle May, Miren Tamayo-Elizalde, Kerri Bailey, Alanna J Shand, Ryan Bamford, Jan Multmeier, Ivan Griessel, Benedek Szulyovszky, William Blakey, Sophie Valentine, David Plans

JMIR Mhealth Uhealth 2023 (Nov 17); 11:e52377

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