Literature DB >> 29104959

The New Digital Divide For Digital BioMarkers.

John Torous1,2, Jorge Rodriguez2, Adam Powell3.   

Abstract

As smartphone and sensors continue to become more ubiquitous across the world, digital biomarkers have emerged as a scalable and practical tool to explore disease states and advance health. But as the digital divide of access and ownership begins to fade, a new digital divide is emerging. Who are the types of people that own smartphones or smart watches, who are the types of people that download health apps or partake in digital biomarker studies, and who are the types of people that are actually active with digital biomarkers apps and sensors - the people providing the high quality and longitudinal data that this field is being founded upon? Understanding the people behind digital biomarkers, the very people this emerging field aims to help, may actually be the real challenge as well as opportunity for digital biomarkers.

Entities:  

Keywords:  Biomarkers; Digital; Methods; Smartphones; Technology

Year:  2017        PMID: 29104959      PMCID: PMC5665386          DOI: 10.1159/000477382

Source DB:  PubMed          Journal:  Digit Biomark        ISSN: 2504-110X


  18 in total

1.  Mobile Phone Sensor Correlates of Depressive Symptom Severity in Daily-Life Behavior: An Exploratory Study.

Authors:  Sohrab Saeb; Mi Zhang; Christopher J Karr; Stephen M Schueller; Marya E Corden; Konrad P Kording; David C Mohr
Journal:  J Med Internet Res       Date:  2015-07-15       Impact factor: 5.428

2.  New Tools for New Research in Psychiatry: A Scalable and Customizable Platform to Empower Data Driven Smartphone Research.

Authors:  John Torous; Mathew V Kiang; Jeanette Lorme; Jukka-Pekka Onnela
Journal:  JMIR Ment Health       Date:  2016-05-05

3.  Interrater Reliability of mHealth App Rating Measures: Analysis of Top Depression and Smoking Cessation Apps.

Authors:  Adam C Powell; John Torous; Steven Chan; Geoffrey Stephen Raynor; Erik Shwarts; Meghan Shanahan; Adam B Landman
Journal:  JMIR Mhealth Uhealth       Date:  2016-02-10       Impact factor: 4.773

4.  IntelliCare: An Eclectic, Skills-Based App Suite for the Treatment of Depression and Anxiety.

Authors:  David C Mohr; Kathryn Noth Tomasino; Emily G Lattie; Hannah L Palac; Mary J Kwasny; Kenneth Weingardt; Chris J Karr; Susan M Kaiser; Rebecca C Rossom; Leland R Bardsley; Lauren Caccamo; Colleen Stiles-Shields; Stephen M Schueller
Journal:  J Med Internet Res       Date:  2017-01-05       Impact factor: 5.428

5.  mHealth in the Wild: Using Novel Data to Examine the Reach, Use, and Impact of PTSD Coach.

Authors:  Jason E Owen; Beth K Jaworski; Eric Kuhn; Kerry N Makin-Byrd; Kelly M Ramsey; Julia E Hoffman
Journal:  JMIR Ment Health       Date:  2015-03-25

Review 6.  Smartphones for smarter delivery of mental health programs: a systematic review.

Authors:  Tara Donker; Katherine Petrie; Judy Proudfoot; Janine Clarke; Mary-Rose Birch; Helen Christensen
Journal:  J Med Internet Res       Date:  2013-11-15       Impact factor: 5.428

7.  Assessing the Use of Mobile Health Technology by Patients: An Observational Study in Primary Care Clinics.

Authors:  Veronica Ramirez; Emily Johnson; Cesar Gonzalez; Vanessa Ramirez; Barbara Rubino; Gina Rossetti
Journal:  JMIR Mhealth Uhealth       Date:  2016-04-19       Impact factor: 4.773

8.  Using Smartphones to Monitor Bipolar Disorder Symptoms: A Pilot Study.

Authors:  Till Beiwinkel; Sally Kindermann; Andreas Maier; Christopher Kerl; Jörn Moock; Guido Barbian; Wulf Rössler
Journal:  JMIR Ment Health       Date:  2016-01-06

9.  Health App Use Among US Mobile Phone Owners: A National Survey.

Authors:  Paul Krebs; Dustin T Duncan
Journal:  JMIR Mhealth Uhealth       Date:  2015-11-04       Impact factor: 4.773

10.  Patient Smartphone Ownership and Interest in Mobile Apps to Monitor Symptoms of Mental Health Conditions: A Survey in Four Geographically Distinct Psychiatric Clinics.

Authors:  John Torous; Steven Richard Chan; Shih Yee-Marie Tan; Jacob Behrens; Ian Mathew; Erich J Conrad; Ladson Hinton; Peter Yellowlees; Matcheri Keshavan
Journal:  JMIR Ment Health       Date:  2014-12-23
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  16 in total

1.  Digital Opportunities for Outcomes in Recovery Services (DOORS): A Pragmatic Hands-On Group Approach Toward Increasing Digital Health and Smartphone Competencies, Autonomy, Relatedness, and Alliance for Those With Serious Mental Illness.

Authors:  Liza Hoffman; Hannah Wisniewski; Ryan Hays; Philip Henson; Aditya Vaidyam; Victoria Hendel; Matcheri Keshavan; John Torous
Journal:  J Psychiatr Pract       Date:  2020-03       Impact factor: 1.325

2.  Translation of Digital Health Technologies to Advance Precision Medicine: Informing Regulatory Science.

Authors:  Joan E Adamo; Robert V Bienvenu Ii; Felipe Dolz; Michael Liebman; Wendy Nilsen; Scott J Steele
Journal:  Digit Biomark       Date:  2020-02-07

Review 3.  Wearables for Neurologic Conditions: Considerations for Our Patients and Research Limitations.

Authors:  Mia T Minen; Eric J Stieglitz
Journal:  Neurol Clin Pract       Date:  2021-08

4.  Harnessing the Digital Exhaust: Incorporating wellness into the pharma model.

Authors:  Justin M Wright; Graham B Jones
Journal:  Digit Biomark       Date:  2018-04-11

5.  Detecting Mild Cognitive Impairment via Digital Biomarkers of Cognitive Performance Found in Klondike Solitaire: A Machine-Learning Study.

Authors:  Karsten Gielis; Marie-Elena Vanden Abeele; Katrien Verbert; Jos Tournoy; Maarten De Vos; Vero Vanden Abeele
Journal:  Digit Biomark       Date:  2021-02-19

Review 6.  Standardization and digitization of clinical data in multiple sclerosis.

Authors:  Marcus D'Souza; Athina Papadopoulou; Christophe Girardey; Ludwig Kappos
Journal:  Nat Rev Neurol       Date:  2021-01-15       Impact factor: 42.937

7.  Digital Phenotype for Childhood Internalizing Disorders: Less Positive Play and Promise for a Brief Assessment Battery.

Authors:  Ellen W McGinnis; Jordyn Scism; Jessica Hruschak; Maria Muzik; Katherine L Rosenblum; Kate Fitzgerald; William Copeland; Ryan S McGinnis
Journal:  IEEE J Biomed Health Inform       Date:  2021-08-05       Impact factor: 7.021

Review 8.  Can composite digital monitoring biomarkers come of age? A framework for utilization.

Authors:  Christopher Kovalchick; Rhea Sirkar; Oliver B Regele; Lampros C Kourtis; Marie Schiller; Howard Wolpert; Rhett G Alden; Graham B Jones; Justin M Wright
Journal:  J Clin Transl Sci       Date:  2017-12

9.  Digital biomarkers from geolocation data in bipolar disorder and schizophrenia: a systematic review.

Authors:  Paolo Fraccaro; Anna Beukenhorst; Matthew Sperrin; Simon Harper; Jasper Palmier-Claus; Shôn Lewis; Sabine N Van der Veer; Niels Peek
Journal:  J Am Med Inform Assoc       Date:  2019-11-01       Impact factor: 4.497

10.  A Thorough Examination of Morning Activity Patterns in Adults with Arthritis and Healthy Controls Using Actigraphy Data.

Authors:  Alison Keogh; Niladri Sett; Seamas Donnelly; Ronan Mullan; Diana Gheta; Martina Maher-Donnelly; Vittorio Illiano; Francesc Calvo; Jonas F Dorn; Brian Mac Namee; Brian Caulfield
Journal:  Digit Biomark       Date:  2020-09-23
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