Literature DB >> 32130138

Deep Digital Phenotyping and Digital Twins for Precision Health: Time to Dig Deeper.

Guy Fagherazzi1.   

Abstract

This viewpoint describes the urgent need for more large-scale, deep digital phenotyping to advance toward precision health. It describes why and how to combine real-world digital data with clinical data and omics features to identify someone's digital twin, and how to finally enter the era of patient-centered care and modify the way we view disease management and prevention. ©Guy Fagherazzi. Originally published in the Journal of Medical Internet Research (http://www.jmir.org), 03.03.2020.

Entities:  

Keywords:  big data; data lake; deep digital phenotyping; digital cohort; digital epidemiology; digital health; digital orthodoxy; digital phenotyping; digitosome; omics; personalized medicine; precision health; precision medicine; precision prevention

Year:  2020        PMID： 32130138     DOI： 10.2196/16770

Source DB:  PubMed          Journal:  J Med Internet Res        ISSN： 1438-8871            Impact factor:   5.428


  10 in total

1.  Meeting the challenge: Health information technology's essential role in achieving precision medicine.

Authors:  Teresa Zayas-Cabán; Kevin J Chaney; Courtney C Rogers; Joshua C Denny; P Jon White
Journal:  J Am Med Inform Assoc       Date:  2021-06-12       Impact factor: 4.497

2.  Digital Health and Addiction.

Authors:  Lisa A Marsch
Journal:  Curr Opin Syst Biol       Date:  2020-07-07

3.  Measuring Health-Related Quality of Life With Multimodal Data: Viewpoint.

Authors:  Ieuan Clay; Francesca Cormack; Szymon Fedor; Luca Foschini; Giovanni Gentile; Chris van Hoof; Priya Kumar; Florian Lipsmeier; Akane Sano; Benjamin Smarr; Benjamin Vandendriessche; Valeria De Luca
Journal:  J Med Internet Res       Date:  2022-05-26       Impact factor: 7.076

4.  Individualized stress detection using an unmodified car steering wheel.

Authors:  Stephanie Balters; Nikhil Gowda; Francisco Ordonez; Pablo E Paredes
Journal:  Sci Rep       Date:  2021-10-19       Impact factor: 4.379

5.  Associations Between Device-Measured Physical Activity and Glycemic Control and Variability Indices Under Free-Living Conditions.

Authors:  Douae El Fatouhi; Harris Héritier; Chloé Allémann; Laurent Malisoux; Nasser Laouali; Jean-Pierre Riveline; Marcel Salathé; Guy Fagherazzi
Journal:  Diabetes Technol Ther       Date:  2021-12-14       Impact factor: 6.118

6.  Optimal Treatment Selection in Sequential Systemic and Locoregional Therapy of Oropharyngeal Squamous Carcinomas: Deep Q-Learning With a Patient-Physician Digital Twin Dyad.

Authors:  Elisa Tardini; Xinhua Zhang; Guadalupe Canahuate; Andrew Wentzel; Abdallah S R Mohamed; Lisanne Van Dijk; Clifton D Fuller; G Elisabeta Marai
Journal:  J Med Internet Res       Date:  2022-04-20       Impact factor: 7.076

Review 7.  The health digital twin to tackle cardiovascular disease-a review of an emerging interdisciplinary field.

Authors:  Genevieve Coorey; Gemma A Figtree; David F Fletcher; Victoria J Snelson; Stephen Thomas Vernon; David Winlaw; Stuart M Grieve; Alistair McEwan; Jean Yee Hwa Yang; Pierre Qian; Kieran O'Brien; Jessica Orchard; Jinman Kim; Sanjay Patel; Julie Redfern
Journal:  NPJ Digit Med       Date:  2022-08-26

8.  Dynamic Digital Twin: Diagnosis, Treatment, Prediction, and Prevention of Disease During the Life Course.

Authors:  Skander Tahar Mulder; Amir-Houshang Omidvari; Régine Steegers-Theunissen; Anja J Rueten-Budde; Pei-Hua Huang; Ki-Hun Kim; Babette Bais; Melek Rousian; Rihan Hai; Can Akgun; Jeanine Roeters van Lennep; Sten Willemsen; Peter R Rijnbeek; David Mj Tax; Marcel Reinders; Eric Boersma; Dimitris Rizopoulos; Valentijn Visch
Journal:  J Med Internet Res       Date:  2022-09-14       Impact factor: 7.076

Review 9.  Translational precision medicine: an industry perspective.

Authors:  Dominik Hartl; Valeria de Luca; Anna Kostikova; Jason Laramie; Scott Kennedy; Enrico Ferrero; Richard Siegel; Martin Fink; Sohail Ahmed; John Millholland; Alexander Schuhmacher; Markus Hinder; Luca Piali; Adrian Roth
Journal:  J Transl Med       Date:  2021-06-05       Impact factor: 5.531

Review 10.  Digital health data-driven approaches to understand human behavior.

Authors:  Lisa A Marsch
Journal:  Neuropsychopharmacology       Date:  2020-07-12       Impact factor: 8.294
  10 in total

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