Random forest with sampling techniques for handling imbalanced prediction of university student depression

S Sawangarreerak, P Thanathamathee - Information, 2020 - mdpi.com
In this work, we propose a combined sampling technique to improve the performance of
imbalanced classification of university student depression data. In experimental results, we …

Depression and anxiety in youth and young adults living with HIV: frequency and associated factors in Thai setting

S Chantaratin, K Trimetha, P Werarak… - Journal of the …, 2022 - journals.sagepub.com
Integrative mental health care in HIV patients is an important contributor to successful
therapy. This is a cross-sectional study in youth and young adults who attend routine HIV …

Variations by sex and age in the association between alcohol use and depressed mood among Thai adolescents

W Wichaidit, N Pruphetkaew, S Assanangkornchai - PLoS one, 2019 - journals.plos.org
Background Alcohol is associated with depression among adolescents, but variations in the
association by age and sex are relatively unexplored. This study aims to assess variations in …

Collaborative care in primary health care focus on management of depression

YI Wicaksono, N Febriyana - Journal of Health Science and Medical …, 2022 - jhsmr.org
Depression often goes undetected and undertreated in primary care settings. Collaborative
management of mental disorders; such as depression, with the involvement of a …

DEPRESSION AMONG FIRST-YEAR UNIVERSITY STUDENTS IN RESTIVE AREAS OF SOUTHERN THAILAND DURING COVID-19 PANDEMIC.

Y Lamaisaard, T Sangsuwan… - … Journal of Science …, 2022 - search.ebscohost.com
This cross-sectional design study aimed to examine prevalence and associated factors of
depressive symptoms among first-year university students, who study at the campus located …

Influence of bully victimization on depressive mood with self-compassion and resilience as mediators

A Bowornkittikun - 2020 - digital.car.chula.ac.th
The present study was purposed to explore a theoretical model hypothesized to explain the
relationship between bullying victimization and depressive mood with self-compassion and …