Predicting survival factor following suicide attempt in Iran: an ensemble machine learning technique

This study offers important insights into the factors influencing survival after suicide attempts in Iran. It underscores the promising role of ML technique in mental health research. The findings also may guide personalized mediation to enhance support for at-risk populations.

Authors

Najmul Hasan (ORCID: https://orcid.org/0000-0003-2108-6918)
Zohreh Hosseini Marznaki (ORCID: https://orcid.org/0000-0002-5776-1914)
Aliasghar Manouchehri (ORCID: https://orcid.org/0000-0003-1741-9791)
Shiv Kumar Mudgal (ORCID: https://orcid.org/0000-0002-8062-0589)
Melissa Abadi

Institutions

All India Institute of Medical Sciences, Deoghar (IN)
BRAC University (BD)
Babol University of Medical Sciences (IR)
Mazandaran University of Medical Sciences (IR)

Publication Details

Journal: BMC Psychiatry
Published: 2025-08-28
DOI: https://doi.org/10.1186/s12888-025-07241-0
Primary Topic: Suicide and Self-Harm Studies
Type: article
Field-Weighted Citation Impact: 0.00

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article

Predicting survival factor following suicide attempt in Iran: an ensemble machine learning technique

Najmul Hasan, Zohreh Hosseini Marznaki, Aliasghar Manouchehri, Shiv Kumar Mudgal et al.

Aug 28, 2025

BMC Psychiatry

Suicide and Self-Harm Studies

article

Predicting survival factor following suicide attempt in Iran: an ensemble machine learning technique

Najmul Hasan, Zohreh Hosseini Marznaki, Aliasghar Manouchehri, Shiv Kumar Mudgal, Melissa Abadi

August 28, 2025article en

Abstract

This study offers important insights into the factors influencing survival after suicide attempts in Iran. It underscores the promising role of ML technique in mental health research. The findings also may guide personalized mediation to enhance support for at-risk populations.

BMC PsychiatryVol. 25(1)

All India Institute of Medical Sciences, Deoghar (IN), BRAC University (BD), Babol University of Medical Sciences (IR), Mazandaran University of Medical Sciences (IR)

Gender equality

Openalex Percentile: Top 69%

Suicide and Self-Harm Studies

DOI Open Access PDF OpenAlex

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Predicting survival factor following suicide attempt in Iran: an ensemble machine learning technique — Najmul Hasan, Zohreh Hosseini Marznaki, et al. · BMC Psychiatry (2025) | TGRS Research Map | TGRS