mHealth for Data Collection and Research

Developing a Machine Learning Algorithm to Predict the Probability of Medical Staff Work Mode Using Human-Smartphone Interaction Patterns: Algorithm Development and Validation Study

Hung-Hsun Chen, Henry Horng-Shing Lu, Wei-Hung Weng, Yu-Hsuan Lin

J Med Internet Res 2023 (Dec 29); 25:e48834

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Caregivers’ Perceptions, Needs, and Data Sharing Concerns in mHealth Research on Pediatric Asthma: Cross-Sectional Survey Study

Glen Meng, Maliha Jan Ali, Sze Man Tse

JMIR Pediatr Parent 2023 (Dec 19); 6:e49521

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Application of a Low-Cost mHealth Solution for the Remote Monitoring of Patients With Epilepsy: Algorithm Development and Validation

Natarajan Sriraam, S Raghu, Erik D Gommer, Danny M W Hilkman, Yasin Temel, Shyam Vasudeva Rao, Alangar Satyaranjandas Hegde, Pieter L Kubben

JMIR Neurotech 2023 (Dec 19); 2:e50660

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Narrowing the Patient–Physician Gap Based on Self-Reporting and Monthly Hepatologist Feedback for Patients With Alcohol-Related Liver Disease: Interventional Pilot Study Using a Journaling Smartphone App

Noriyo Yamashiki, Kyoko Kawabata, Miki Murata, Shunichiro Ikeda, Takako Fujimaki, Kanehiko Suwa, Toshihito Seki, Eiji Aramaki, Makoto Naganuma

JMIR Form Res 2023 (Dec 19); 7:e44762

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Comparison of Polysomnography, Single-Channel Electroencephalogram, Fitbit, and Sleep Logs in Patients With Psychiatric Disorders: Cross-Sectional Study

Keita Kawai, Kunihiro Iwamoto, Seiko Miyata, Ippei Okada, Hiroshige Fujishiro, Akiko Noda, Kazuyuki Nakagome, Norio Ozaki, Masashi Ikeda

J Med Internet Res 2023 (Dec 13); 25:e51336

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Digital Phenotyping for Monitoring Mental Disorders: Systematic Review

Pasquale Bufano, Marco Laurino, Sara Said, Alessandro Tognetti, Danilo Menicucci

J Med Internet Res 2023 (Dec 13); 25:e46778

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Predicting Waist Circumference From a Single Computed Tomography Image Using a Mobile App (Measure It): Development and Evaluation Study

Abderrahmen Masmoudi, Amine Zouari, Ahmed Bouzid, Kais Fourati, Soulaimen Baklouti, Mohamed Ben Amar, Salah Boujelben

JMIRx Med 2023 (Dec 12); 4:e38852

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Sit-to-Stand Video Analysis–Based App for Diagnosing Sarcopenia and Its Relationship With Health-Related Risk Factors and Frailty in Community-Dwelling Older Adults: Diagnostic Accuracy Study

Juan D Ruiz-Cárdenas, Alessio Montemurro, María del Mar Martínez-García, Juan J Rodríguez-Juan

J Med Internet Res 2023 (Dec 08); 25:e47873

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Internet Tool to Support Self-Assessment and Self-Swabbing of Sore Throat: Development and Feasibility Study

Mark Lown, Kirsten A Smith, Ingrid Muller, Catherine Woods, Emma Maund, Kirsty Rogers, Taeko Becque, Gail Hayward, Michael Moore, Paul Little, Margaret Glogowska, Alastair Hay, Beth Stuart, Efi Mantzourani, Christopher R Wilcox, Natalie Thompson, Nick A Francis

J Med Internet Res 2023 (Dec 08); 25:e39791

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Measuring Heart Rate Accurately in Patients With Parkinson Disease During Intense Exercise: Usability Study of Fitbit Charge 4

Giulia Colonna, Jocelyn Hoye, Bart de Laat, Gelsina Stanley, Alaaddin Ibrahimy, Sule Tinaz, Evan D Morris

JMIR Biomed Eng 2023 (Dec 08); 8:e51515

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Designing a Clinician-Centered Wearable Data Dashboard (CarePortal): Participatory Design Study

Shehjar Sadhu, Dhaval Solanki, Leslie A Brick, Nicole R Nugent, Kunal Mankodiya

JMIR Form Res 2023 (Dec 05); 7:e46866

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Physical Activity Pattern of Adults With Metabolic Syndrome Risk Factors: Time-Series Cluster Analysis

Junhyoung Kim, Jin-Young Choi, Hana Kim, Taeksang Lee, Jaeyoung Ha, Sangyi Lee, Jungmi Park, Gyeong-Suk Jeon, Sung-il Cho

JMIR Mhealth Uhealth 2023 (Dec 01); 11:e50663

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Using Mobile Ecological Momentary Assessment to Understand Consumption and Context Around Online Food Delivery Use: Pilot Feasibility and Acceptability Study

Si Si Jia, Margaret Allman-Farinelli, Rajshri Roy, Philayrath Phongsavan, Karice Hyun, Alice Anne Gibson, Stephanie Ruth Partridge

JMIR Mhealth Uhealth 2023 (Nov 29); 11:e49135

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Association of Prospective Falls in Older People With Ubiquitous Step-Based Fall Risk Parameters Calculated From Ambulatory Inertial Signals: Secondary Data Analysis

Nahime Al Abiad, Kimberley S van Schooten, Valerie Renaudin, Kim Delbaere, Thomas Robert

JMIR Aging 2023 (Nov 24); 6:e49587

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Diagnostic Accuracy of Single-Lead Electrocardiograms Using the Kardia Mobile App and the Apple Watch 4: Validation Study

Kristina Klier, Lucas Koch, Lisa Graf, Timo Schinköthe, Annette Schmidt

JMIR Cardio 2023 (Nov 23); 7:e50701

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Association Between the Characteristics of mHealth Apps and User Input During Development and Testing: Secondary Analysis of App Assessment Data

Anna-Lena Frey, Rebecca Baines, Sophie Hunt, Rachael Kent, Tim Andrews, Simon Leigh

JMIR Mhealth Uhealth 2023 (Nov 22); 11:e46937

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German Version of the Mobile Agnew Relationship Measure: Translation and Validation Study

Clemens von Wulffen, Marta Anna Marciniak, Judith Rohde, Raffael Kalisch, Harald Binder, Oliver Tuescher, Birgit Kleim

J Med Internet Res 2023 (Nov 13); 25:e43368

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Feasibility of Using Research Electronic Data Capture (REDCap) to Collect Daily Experiences of Parent-Child Dyads: Ecological Momentary Assessment Study

Yola El Dahr, Florence Perquier, Madison Moloney, Guyyunge Woo, Roksana Dobrin-De Grace, Daniela Carvalho, Nicole Addario, Emily E Cameron, Leslie E Roos, Peter Szatmari, Madison Aitken

JMIR Form Res 2023 (Nov 09); 7:e42916

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Wearable Artificial Intelligence for Detecting Anxiety: Systematic Review and Meta-Analysis

Alaa Abd-alrazaq, Rawan AlSaad, Manale Harfouche, Sarah Aziz, Arfan Ahmed, Rafat Damseh, Javaid Sheikh

J Med Internet Res 2023 (Nov 08); 25:e48754

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Community-Based Digital Contact Tracing of Emerging Infectious Diseases: Design and Implementation Study With Empirical COVID-19 Cases

Hsiao-Chi Wang, Ting-Yu Lin, Yu-Chin Yao, Chen-Yang Hsu, Chang-Jung Yang, Tony Hsiu-Hsi Chen, Yen-Po Yeh

J Med Internet Res 2023 (Nov 08); 25:e47219

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