Digital Biomarkers and Digital Phenotyping

Articles published in 2020 in this theme: 35 (scroll down to load remaining articles)

2020

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Using Smartphone Sensor Data to Assess Inhibitory Control in the Wild: Longitudinal Study

Vincent WS Tseng, Jean Dos Reis Costa, Malte F Jung, Tanzeem Choudhury

JMIR Mhealth Uhealth 2020 (Dec 04); 8(12):e21703

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Patient Interaction Phenotypes With an Automated Remote Hypertension Monitoring Program and Their Association With Blood Pressure Control: Observational Study

Anahita Davoudi, Natalie S Lee, Corey Chivers, Timothy Delaney, Elizabeth L Asch, Catherine Reitz, Shivan J Mehta, Krisda H Chaiyachati, Danielle L Mowery

J Med Internet Res 2020 (Dec 03); 22(12):e22493

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Temporal Design Patterns for Digital Phenotype Cohort Selection in Critical Care: Systematic Literature Assessment and Qualitative Synthesis

Daniel Capurro, Mario Barbe, Claudio Daza, Josefa Santa Maria, Javier Trincado

JMIR Med Inform 2020 (Nov 24); 8(11):e6924

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Identification of Emotional Expression With Cancer Survivors: Validation of Linguistic Inquiry and Word Count

Michelle McDonnell, Jason Edward Owen, Erin O'Carroll Bantum

JMIR Form Res 2020 (Oct 30); 4(10):e18246

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Influenza Screening via Deep Learning Using a Combination of Epidemiological and Patient-Generated Health Data: Development and Validation Study

Hyunwoo Choo, Myeongchan Kim, Jiyun Choi, Jaewon Shin, Soo-Yong Shin

J Med Internet Res 2020 (Oct 29); 22(10):e21369

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Digital Phenotyping to Enhance Substance Use Treatment During the COVID-19 Pandemic

Michael Hsu, David K Ahern, Joji Suzuki

JMIR Ment Health 2020 (Oct 26); 7(10):e21814

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Stress Tracker—Detecting Acute Stress From a Trackpad: Controlled Study

Rahul Goel, Michael An, Hugo Alayrangues, Amirhossein Koneshloo, Emmanuel Thierry Lincoln, Pablo Enrique Paredes

J Med Internet Res 2020 (Oct 23); 22(10):e22743

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Efficiency of Computer-Aided Facial Phenotyping (DeepGestalt) in Individuals With and Without a Genetic Syndrome: Diagnostic Accuracy Study

Jean Tori Pantel, Nurulhuda Hajjir, Magdalena Danyel, Jonas Elsner, Angela Teresa Abad-Perez, Peter Hansen, Stefan Mundlos, Malte Spielmann, Denise Horn, Claus-Eric Ott, Martin Atta Mensah

J Med Internet Res 2020 (Oct 22); 22(10):e19263

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Real-Life Gait Performance as a Digital Biomarker for Motor Fluctuations: The Parkinson@Home Validation Study

Luc JW Evers, Yordan P Raykov, Jesse H Krijthe, Ana Lígia Silva de Lima, Reham Badawy, Kasper Claes, Tom M Heskes, Max A Little, Marjan J Meinders, Bastiaan R Bloem

J Med Internet Res 2020 (Oct 09); 22(10):e19068

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A Personalized Health Monitoring System for Community-Dwelling Elderly People in Hong Kong: Design, Implementation, and Evaluation Study

Hailiang Wang, Yang Zhao, Lisha Yu, Jiaxing Liu, Inez Maria Zwetsloot, Javier Cabrera, Kwok-Leung Tsui

J Med Internet Res 2020 (Sep 30); 22(9):e19223

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Evaluating the Relationship Between Fitbit Sleep Data and Self-Reported Mood, Sleep, and Environmental Contextual Factors in Healthy Adults: Pilot Observational Cohort Study

Darshan Thota

JMIR Form Res 2020 (Sep 29); 4(9):e18086

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Using Machine Learning and Smartphone and Smartwatch Data to Detect Emotional States and Transitions: Exploratory Study

Madeena Sultana, Majed Al-Jefri, Joon Lee

JMIR Mhealth Uhealth 2020 (Sep 29); 8(9):e17818

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Comparability of Emotion Dynamics Derived From Ecological Momentary Assessments, Daily Diaries, and the Day Reconstruction Method: Observational Study

Stefan Schneider, Doerte U Junghaenel, Tania Gutsche, Hio Wa Mak, Arthur A Stone

J Med Internet Res 2020 (Sep 24); 22(9):e19201

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Daily Activities Related to Mobile Cognitive Performance in Middle-Aged and Older Adults: An Ecological Momentary Cognitive Assessment Study

Laura M Campbell, Emily W Paolillo, Anne Heaton, Bin Tang, Colin A Depp, Eric Granholm, Robert K Heaton, Joel Swendsen, David J Moore, Raeanne C Moore

JMIR Mhealth Uhealth 2020 (Sep 24); 8(9):e19579

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Digital Cardiovascular Biomarker Responses to Transcutaneous Cervical Vagus Nerve Stimulation: State-Space Modeling, Prediction, and Simulation

Asim H Gazi, Nil Z Gurel, Kristine L S Richardson, Matthew T Wittbrodt, Amit J Shah, Viola Vaccarino, J Douglas Bremner, Omer T Inan

JMIR Mhealth Uhealth 2020 (Sep 22); 8(9):e20488

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Utilizing Machine Learning on Internet Search Activity to Support the Diagnostic Process and Relapse Detection in Young Individuals With Early Psychosis: Feasibility Study

Michael Leo Birnbaum, Prathamesh "Param" Kulkarni, Anna Van Meter, Victor Chen, Asra F Rizvi, Elizabeth Arenare, Munmun De Choudhury, John M Kane

JMIR Ment Health 2020 (Sep 01); 7(9):e19348

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Predicting Early Warning Signs of Psychotic Relapse From Passive Sensing Data: An Approach Using Encoder-Decoder Neural Networks

Daniel A Adler, Dror Ben-Zeev, Vincent W-S Tseng, John M Kane, Rachel Brian, Andrew T Campbell, Marta Hauser, Emily A Scherer, Tanzeem Choudhury

JMIR Mhealth Uhealth 2020 (Aug 31); 8(8):e19962

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Toi Même, a Mobile Health Platform for Measuring Bipolar Illness Activity: Protocol for a Feasibility Study

Aroldo A Dargél, Elise Mosconi, Marc Masson, Marion Plaze, Fabien Taieb, Cassandra Von Platen, Tan Phuc Buivan, Guillaume Pouleriguen, Marie Sanchez, Stéphane Fournier, Pierre-Marie Lledo, Chantal Henry

JMIR Res Protoc 2020 (Aug 18); 9(8):e18818

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The Relationship Between Smartphone-Recorded Environmental Audio and Symptomatology of Anxiety and Depression: Exploratory Study

Daniel Di Matteo, Kathryn Fotinos, Sachinthya Lokuge, Julia Yu, Tia Sternat, Martin A Katzman, Jonathan Rose

JMIR Form Res 2020 (Aug 13); 4(8):e18751

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A Comprehensive Evaluation of the Process of Copying a Complex Figure in Early- and Late-Onset Alzheimer Disease: A Quantitative Analysis of Digital Pen Data

Ko Woon Kim, Sung Yun Lee, Jongdoo Choi, Juhee Chin, Byung Hwa Lee, Duk L Na, Jee Hyun Choi

J Med Internet Res 2020 (Aug 12); 22(8):e18136

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