Article
Digital phenotyping from wearables using AI characterizes psychiatric disorders and identifies genetic associations.
Cell - 23 Jan 2025
Liu Jason J, Borsari Beatrice, Li Yunyang, Liu Susanna X, Gao Yuan, Xin Xin, Lou Shaoke, Jensen Matthew, Garrido-Martín Diego, Verplaetse Terril L, Ash Garrett, Zhang Jing, Girgenti Matthew J, Roberts Walter, Gerstein Mark
Abstract excerpt
Psychiatric disorders are influenced by genetic and environmental factors. However, their study is hindered by limitations on precisely characterizing human behavior. New technologies such as wearable sensors show promise in surmounting these limitations in that they measure heterogeneous behavior in a quantitative and unbiased fashion. Here, we analyze wearable and genetic data from the Adolescent Brain...
Topics
- Humans
- Wearable Electronic Devices
- Genome-Wide Association Study
- Phenotype
- Mental Disorders
- Adolescent
- Male
- Female
- Artificial Intelligence