Toward clinical digital phenotyping: a timely opportunity to consider purpose, quality, and safety

K Huckvale, S Venkatesh, H Christensen - NPJ digital medicine, 2019 - nature.com
… the development of validation approaches for data quality that address challenges of bias and
… potential clinical value of integration between digital phenotyping and digital interventions …

[HTML][HTML] Ethical development of digital phenotyping tools for mental health applications: Delphi study

N Martinez-Martin, HT Greely, MK Cho - JMIR mHealth and …, 2021 - mhealth.jmir.org
Objective: This study aims to develop consensus statements regarding key areas of …
Toward clinical digital phenotyping: a timely opportunity to consider purpose, quality, and safety. …

Precision medicine and digital phenotyping: digital medicine's way from more data to better health

R Baumgartner - Big Data & Society, 2021 - journals.sagepub.com
… be found in the details, and the closer we look, the closer we get to understanding it (Erikainen …
Several experts within DP expand their hopes towards a description of how this additional …

Exploring the Feasibility of Digital Phenotyping for Mental Health Support in Cancer Survivors: A Qualitative Study

IJM Beukeveld - 2025 - essay.utwente.nl
… "I think that digital phenotyping would provide a sense of … Timely interventions facilitated
by digital phenotyping are … This study explored the receptivity towards digital phenotyping

Digital Phenotyping, Wearables, and Outcomes

A Ratnaparkhi, J Beckett - Neurosurgery Clinics, 2024 - neurosurgery.theclinics.com
… The rapid growth in computational ability has paved the way for the digitization of contemporary
society. Today, more than 85% of Americans own a smartphone, compared with just 35…

[HTML][HTML] Digital phenotyping in health using machine learning approaches: scoping review

SD Dlima, S Shevade, SR Menezes… - JMIR Bioinformatics and …, 2022 - bioinform.jmir.org
review provides foundational as well as application-oriented approaches toward digital
phenotyping … the gaps and opportunities in scientific research on digital phenotyping. Furthermore…

Digital phenotyping in depression diagnostics: Integrating psychiatric and engineering perspectives

J Kamath, RL Barriera, N Jain… - World journal of …, 2022 - pmc.ncbi.nlm.nih.gov
… current review presents an overview of digital phenotyping of … Finally, we discuss benefits,
challenges, and opportunities … a rich set of tools towards achieving the goal of endophenotype …

Digital phenotyping in psychiatry: When mental health goes binary

J Prakash, S Chaudhury… - Industrial Psychiatry …, 2021 - journals.lww.com
… and possibility of evaluation and management, more precise.[ 7 ] Use of digital phenotyping
is … However, there are concerns with digital phenotyping. Currently, data are mostly based on …

[CITATION][C] Toward clinical digital phenotyping: a timely opportunity to consider purpose, quality, and safety. Digital Medicine

K Huckvale, S Venkatesh, H Christensen - 2019

[CITATION][C] Toward clinical digital phenotyping: a timely opportunity to consider purpose, quality, and safety. NPJ Digit Med. 2019; 2: 88. doi: 10.1038/s41746-019 …

K Huckvale, S Venkatesh, H Christensen - Am J Public Health, 2012