Digital phenotyping in psychiatry

Author:

Williamson SimonORCID

Abstract

SUMMARYAdvances in data science and machine learning have allowed for the analysis of increasingly complex and large data-sets. Digital devices are a source of such data, given their ability to collect information on users continuously and irrespective of location. Digital phenotyping aims to use these data to build a comprehensive picture of an individual's behaviour. Psychiatry is well-positioned to make use of this, since digital behaviour may be reflective of mental state. This article provides an overview of the field of digital phenotyping as it stands currently, on the verge of large-scale studies which may pave the way for clinical implementation in psychiatry.

Publisher

Royal College of Psychiatrists

Subject

Psychiatry and Mental health

Cited by 1 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Digital Phenotyping: Data-Driven Psychiatry to Redefine Mental Health;Journal of Medical Internet Research;2023-10-04

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