Work

Digital biomarkers of anxiety disorder symptom changes: Personalized deep learning models using smartphone sensors accurately predict anxiety symptoms from ecological momentary assessments

Year: 2021

Type: article

Study design: Observational Study

Source: Behaviour Research and Therapy

DOI: 10.1016/j.brat.2021.104013

Authors: Nicholas C. Jacobson, Sukanya Bhattacharya

Institution: Dartmouth College

Language: English

Topic: Mental Health Research Topics

Subfield: Experimental and Cognitive Psychology

Field: Psychology

Domain: Social Sciences

SDG: Good health and well-being

Open Access status: green

Funders: National Institute of Mental Health, National Institute on Drug Abuse, National Institute of General Medical Sciences

Awards: Personalized Deep Learning Models of Rapid Changes in Major Depressive Disorder Symptoms using Passive Sensor Data from Smartphones and Wearable Devices, Technology-based Treatments for Substance Use Disorders

OpenAlex ID: W4200150286

FWCI: 10.86

Cites: 63

Cited by: 92

Related to: 10