Digital Biomarkers and Digital Phenotyping

Articles published in 2022 in this theme: 28 (scroll down to load remaining articles)

2022

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Digital Biomarker–Based Interventions: Systematic Review of Systematic Reviews

Hossein Motahari-Nezhad, Hana Al-Abdulkarim, Meriem Fgaier, Mohamed Mahdi Abid, Márta Péntek, László Gulácsi, Zsombor Zrubka

J Med Internet Res 2022 (Dec 21); 24(12):e41042

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Using Vocal Characteristics To Classify Psychological Distress in Adult Helpline Callers: Retrospective Observational Study

Ravi Iyer, Maja Nedeljkovic, Denny Meyer

JMIR Form Res 2022 (Dec 19); 6(12):e42249

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The Passive Monitoring of Depression and Anxiety Among Workers Using Digital Biomarkers Based on Their Physical Activity and Working Conditions: 2-Week Longitudinal Study

Kazuhiro Watanabe, Akizumi Tsutsumi

JMIR Form Res 2022 (Nov 30); 6(11):e40339

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Detection of Mental Fatigue in the General Population: Feasibility Study of Keystroke Dynamics as a Real-world Biomarker

Alejandro Acien, Aythami Morales, Ruben Vera-Rodriguez, Julian Fierrez, Ijah Mondesire-Crump, Teresa Arroyo-Gallego

JMIR Biomed Eng 2022 (Nov 21); 7(2):e41003

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Ethical Implications of the Use of Language Analysis Technologies for the Diagnosis and Prediction of Psychiatric Disorders

Alexandre Andrade Loch, Ana Caroline Lopes-Rocha, Anderson Ara, João Medrado Gondim, Guillermo A Cecchi, Cheryl Mary Corcoran, Natália Bezerra Mota, Felipe C Argolo

JMIR Ment Health 2022 (Nov 01); 9(11):e41014

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Digital Biomarker–Based Studies: Scoping Review of Systematic Reviews

Hossein Motahari-Nezhad, Meriem Fgaier, Mohamed Mahdi Abid, Márta Péntek, László Gulácsi, Zsombor Zrubka

JMIR Mhealth Uhealth 2022 (Oct 24); 10(10):e35722

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Associations Between Depression Symptom Severity and Daily-Life Gait Characteristics Derived From Long-Term Acceleration Signals in Real-World Settings: Retrospective Analysis

Yuezhou Zhang, Amos A Folarin, Shaoxiong Sun, Nicholas Cummins, Srinivasan Vairavan, Linglong Qian, Yatharth Ranjan, Zulqarnain Rashid, Pauline Conde, Callum Stewart, Petroula Laiou, Heet Sankesara, Faith Matcham, Katie M White, Carolin Oetzmann, Alina Ivan, Femke Lamers, Sara Siddi, Sara Simblett, Aki Rintala, David C Mohr, Inez Myin-Germeys, Til Wykes, Josep Maria Haro, Brenda W J H Penninx, Vaibhav A Narayan, Peter Annas, Matthew Hotopf, Richard J B Dobson, RADAR-CNS Consortium

JMIR Mhealth Uhealth 2022 (Oct 04); 10(10):e40667

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Digital Biomarkers for Well-being Through Exergame Interactions: Exploratory Study

Despoina Petsani, Evdokimos Konstantinidis, Aikaterini-Marina Katsouli, Vasiliki Zilidou, Sofia B Dias, Leontios Hadjileontiadis, Panagiotis Bamidis

JMIR Serious Games 2022 (Sep 13); 10(3):e34768

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Capturing Cognitive Aging in Vivo: Application of a Neuropsychological Framework for Emerging Digital Tools

Katherine Hackett, Tania Giovannetti

JMIR Aging 2022 (Sep 07); 5(3):e38130

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A Machine Learning Approach for Continuous Mining of Nonidentifiable Smartphone Data to Create a Novel Digital Biomarker Detecting Generalized Anxiety Disorder: Prospective Cohort Study

Soumya Choudhary, Nikita Thomas, Sultan Alshamrani, Girish Srinivasan, Janine Ellenberger, Usman Nawaz, Roy Cohen

JMIR Med Inform 2022 (Aug 30); 10(8):e38943

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Predicting Multiple Sclerosis Outcomes During the COVID-19 Stay-at-home Period: Observational Study Using Passively Sensed Behaviors and Digital Phenotyping

Prerna Chikersal, Shruthi Venkatesh, Karman Masown, Elizabeth Walker, Danyal Quraishi, Anind Dey, Mayank Goel, Zongqi Xia

JMIR Ment Health 2022 (Aug 24); 9(8):e38495

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Clinical Targets and Attitudes Toward Implementing Digital Health Tools for Remote Measurement in Treatment for Depression: Focus Groups With Patients and Clinicians

Valeria de Angel, Serena Lewis, Katie M White, Faith Matcham, Matthew Hotopf

JMIR Ment Health 2022 (Aug 15); 9(8):e38934

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Prediction of VO2max From Submaximal Exercise Using the Smartphone Application Myworkout GO: Validation Study of a Digital Health Method

Jan Helgerud, Håvard Haglo, Jan Hoff

JMIR Cardio 2022 (Aug 04); 6(2):e38570

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High-Resolution Digital Phenotypes From Consumer Wearables and Their Applications in Machine Learning of Cardiometabolic Risk Markers: Cohort Study

Weizhuang Zhou, Yu En Chan, Chuan Sheng Foo, Jingxian Zhang, Jing Xian Teo, Sonia Davila, Weiting Huang, Jonathan Yap, Stuart Cook, Patrick Tan, Calvin Woon-Loong Chin, Khung Keong Yeo, Weng Khong Lim, Pavitra Krishnaswamy

J Med Internet Res 2022 (Jul 29); 24(7):e34669

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Digital Phenotyping in Health Using Machine Learning Approaches: Scoping Review

Schenelle Dayna Dlima, Santosh Shevade, Sonia Rebecca Menezes, Aakash Ganju

JMIR Bioinform Biotech 2022 (Jul 18); 3(1):e39618

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Passive Sensor Data for Characterizing States of Increased Risk for Eating Disorder Behaviors in the Digital Phenotyping Arm of the Binge Eating Genetics Initiative: Protocol for an Observational Study

Robyn E Kilshaw, Colin Adamo, Jonathan E Butner, Pascal R Deboeck, Qinxin Shi, Cynthia M Bulik, Rachael E Flatt, Laura M Thornton, Stuart Argue, Jenna Tregarthen, Brian R W Baucom

JMIR Res Protoc 2022 (Jun 02); 11(6):e38294

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A Model for Estimating Biological Age From Physiological Biomarkers of Healthy Aging: Cross-sectional Study

Karina Louise Skov Husted, Andreas Brink-Kjær, Mathilde Fogelstrøm, Pernille Hulst, Akita Bleibach, Kaj-Åge Henneberg, Helge Bjarup Dissing Sørensen, Flemming Dela, Jens Christian Brings Jacobsen, Jørn Wulff Helge

JMIR Aging 2022 (May 10); 5(2):e35696

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Smartphone Sensor Data for Identifying and Monitoring Symptoms of Mood Disorders: A Longitudinal Observational Study

Taylor A Braund, May The Zin, Tjeerd W Boonstra, Quincy J J Wong, Mark E Larsen, Helen Christensen, Gabriel Tillman, Bridianne O’Dea

JMIR Ment Health 2022 (May 04); 9(5):e35549

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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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Data Visualization for Chronic Neurological and Mental Health Condition Self-management: Systematic Review of User Perspectives

Ashley Polhemus, Jan Novak, Shazmin Majid, Sara Simblett, Daniel Morris, Stuart Bruce, Patrick Burke, Marissa F Dockendorf, Gergely Temesi, Til Wykes

JMIR Ment Health 2022 (Apr 28); 9(4):e25249

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