The Application of AI to Ecological Momentary Assessment Data in Suicide Research: Systematic Review.

ABSTRACT:

Background

Ecological momentary assessment (EMA) captures dynamic processes suitable to the study of suicidal ideation and behaviors. Artificial intelligence (AI) has increasingly been applied to EMA data in the study of suicidal processes.

Objective

This review aims to (1) synthesize empirical research applying AI strategies to EMA data in the study of suicidal ideation and behaviors; (2) identify methodologies and data collection procedures used, suicide outcomes studied, AI applied, and results reported; and (3) develop a standardized reporting framework for researchers applying AI to EMA data in the future.

Methods

PsycINFO, PubMed, Scopus, and Embase were searched for published articles applying AI to EMA data in the investigation of suicide outcomes. The PRISMA

SUBMITTER: Melia R 

PROVIDER: S-EPMC12046261 | biostudies-literature | 2025 Apr

REPOSITORIES: biostudies-literature