Ssri-treated psychiatric disorders prediction with AI

ABSTRACT:

Introduction

SSRI-treated psychiatric disorders (STPD), such as general anxiety disorder and major depression disorder, are common psychiatric diagnoses. Serotonin-mediated effects of solar insolation are an active topic of research. Artificial intelligence (AI) could help to better examine that complex relation.

Objectives

To investigate whether AI could predict the STPD relying primarily on average ambient temperature and annual solar insolation.

Methods

Data of age, average ambient temperature and annual solar insolation were employed to predict STPD status in 7,587 subjects using an AI. To simplify the data analysis, only individuals with white ethnicity were assessed. SPTD prevalence was 17.1%. The AI was conservatively tuned to maximize the positive likelih

SUBMITTER: Mereu A 

PROVIDER: S-EPMC9475708 | biostudies-literature | 2021 Aug

REPOSITORIES: biostudies-literature