mHealth for Data Collection and Research

The Association Between Sleep Disturbance and Suicidality in Psychiatric Inpatients Transitioning to the Community: Protocol for an Ecological Momentary Assessment Study

Lindsay H Dewa, Sofia Pappa, Talya Greene, James Cooke, Lizzie Mitchell, Molly Hadley, Martina Di Simplicio, Thomas Woodcock, Paul Aylin

JMIR Res Protoc 2022 (May 17); 11(5):e33817

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Automated Analysis of Drawing Process to Estimate Global Cognition in Older Adults: Preliminary International Validation on the US and Japan Data Sets

Yasunori Yamada, Kaoru Shinkawa, Masatomo Kobayashi, Varsha D Badal, Danielle Glorioso, Ellen E Lee, Rebecca Daly, Camille Nebeker, Elizabeth W Twamley, Colin Depp, Miyuki Nemoto, Kiyotaka Nemoto, Ho-Cheol Kim, Tetsuaki Arai, Dilip V Jeste

JMIR Form Res 2022 (May 05); 6(5):e37014

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Lifelog Retrieval From Daily Digital Data: Narrative Review

Ricardo Ribeiro, Alina Trifan, António J R Neves

JMIR Mhealth Uhealth 2022 (May 02); 10(5):e30517

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The Acceptability of an Electronically Delivered Acceptance- and Mindfulness-Based Physical Activity Intervention for Survivors of Breast Cancer: One-Group Pretest-Posttest Design

Michael C Robertson, Emily Cox-Martin, Ross Shegog, Christine M Markham, Kayo Fujimoto, Casey P Durand, Abenaa Brewster, Elizabeth J Lyons, Yue Liao, Sara A Flores, Karen M Basen-Engquist

JMIR Cancer 2022 (Apr 29); 8(2):e31815

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Using Smartphone Sensor Paradata and Personalized Machine Learning Models to Infer Participants’ Well-being: Ecological Momentary Assessment

Alexander Hart, Dorota Reis, Elisabeth Prestele, Nicholas C Jacobson

J Med Internet Res 2022 (Apr 28); 24(4):e34015

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Agreement Between Self-reports and Photos to Assess e-Cigarette Device and Liquid Characteristics in Wave 1 of the Vaping and Patterns of e-Cigarette Use Research Study: Web-Based Longitudinal Cohort Study

Elizabeth Crespi, Jeffrey J Hardesty, Qinghua Nian, Joshua Sinamo, Kevin Welding, Ryan David Kennedy, Joanna E Cohen

J Med Internet Res 2022 (Apr 27); 24(4):e33656

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Exploring Wearables to Focus on the “Sweet Spot” of Physical Activity and Sleep After Hospitalization: Secondary Analysis

S Ryan Greysen, Kimberly J Waddell, Mitesh S Patel

JMIR Mhealth Uhealth 2022 (Apr 27); 10(4):e30089

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Relations Between BMI Trajectories and Habitual Physical Activity Measured by a Smartwatch in the Electronic Cohort of the Framingham Heart Study: Cohort Study

Michael M Hammond, Yuankai Zhang, Chathurangi H. Pathiravasan, Honghuang Lin, Mayank Sardana, Ludovic Trinquart, Emelia J Benjamin, Belinda Borrelli, Emily S Manders, Kelsey Fusco, Jelena Kornej, Nicole L Spartano, Vik Kheterpal, Christopher Nowak, David D McManus, Chunyu Liu, Joanne M Murabito

JMIR Cardio 2022 (Apr 27); 6(1):e32348

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Objective Measurement of Hyperactivity Using Mobile Sensing and Machine Learning: Pilot Study

Oliver Lindhiem, Mayank Goel, Sam Shaaban, Kristie J Mak, Prerna Chikersal, Jamie Feldman, Jordan L Harris

JMIR Form Res 2022 (Apr 25); 6(4):e35803

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Sleep Disturbance and Quality of Life in Rheumatoid Arthritis: Prospective mHealth Study

John McBeth, William G Dixon, Susan Mary Moore, Bruce Hellman, Ben James, Simon D Kyle, Mark Lunt, Lis Cordingley, Belay Birlie Yimer, Katie L Druce

J Med Internet Res 2022 (Apr 22); 24(4):e32825

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Fully Automated Wound Tissue Segmentation Using Deep Learning on Mobile Devices: Cohort Study

Dhanesh Ramachandram, Jose Luis Ramirez-GarciaLuna, Robert D J Fraser, Mario Aurelio Martínez-Jiménez, Jesus E Arriaga-Caballero, Justin Allport

JMIR Mhealth Uhealth 2022 (Apr 22); 10(4):e36977

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SciKit Digital Health: Python Package for Streamlined Wearable Inertial Sensor Data Processing

Lukas Adamowicz, Yiorgos Christakis, Matthew D Czech, Tomasz Adamusiak

JMIR Mhealth Uhealth 2022 (Apr 21); 10(4):e36762

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Design and Evaluation of a Smartphone Medical Guidance App for Outpatients of Large-Scale Medical Institutions: Retrospective Observational Study

Kei Teramoto, Shigeki Kuwata

JMIR Form Res 2022 (Apr 21); 6(4):e32990

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A Novel Method for Evaluating Mobile Apps (App Rating Inventory): Development Study

Rachel Mackey, Ann Gleason, Robert Ciulla

JMIR Mhealth Uhealth 2022 (Apr 15); 10(4):e32643

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Low- and High-Intensity Physical Activity Among People with HIV: Multilevel Modeling Analysis Using Sensor- and Survey-Based Predictors

Paul Cook, Catherine Jankowski, Kristine M Erlandson, Blaine Reeder, Whitney Starr, Mary Beth Flynn Makic

JMIR Mhealth Uhealth 2022 (Apr 14); 10(4):e33938

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Japanese Version of the Mobile App Rating Scale (MARS): Development and Validation

Kazumichi Yamamoto, Masami Ito, Masatsugu Sakata, Shiho Koizumi, Mizuho Hashisako, Masaaki Sato, Stoyan R Stoyanov, Toshi A Furukawa

JMIR Mhealth Uhealth 2022 (Apr 14); 10(4):e33725

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Accuracy and Precision of Energy Expenditure, Heart Rate, and Steps Measured by Combined-Sensing Fitbits Against Reference Measures: Systematic Review and Meta-analysis

Guillaume Chevance, Natalie M Golaszewski, Elizabeth Tipton, Eric B Hekler, Matthew Buman, Gregory J Welk, Kevin Patrick, Job G Godino

JMIR Mhealth Uhealth 2022 (Apr 13); 10(4):e35626

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Loneliness and Social Isolation Detection Using Passive Sensing Techniques: Scoping Review

Malik Muhammad Qirtas, Evi Zafeiridi, Dirk Pesch, Eleanor Bantry White

JMIR Mhealth Uhealth 2022 (Apr 12); 10(4):e34638

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Predicting Psychotic Relapse in Schizophrenia With Mobile Sensor Data: Routine Cluster Analysis

Joanne Zhou, Bishal Lamichhane, Dror Ben-Zeev, Andrew Campbell, Akane Sano

JMIR Mhealth Uhealth 2022 (Apr 11); 10(4):e31006

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Association Between Mobile App Use and Caregivers’ Support System, Time Spent on Caregiving, and Perceived Well-being: Survey Study From a Large Employer

Pelin Ozluk, Rebecca Cobb, Alyson Hoots, Malgorzata Sylwestrzak

J Med Internet Res 2022 (Apr 11); 24(4):e28504

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