Unveiling postpartum PTSD: predicting risk factors using decision trees and logistic regression in Chinese women

Unveiling postpartum PTSD: predicting risk factors using decision trees and logistic regression in Chinese women

Abstract Background While traditional logistic regression emphasizes main effects with limited capacity for interaction detection, emerging decision trees excel in uncovering complex associations. However, no studies have yet integrated both approaches to investigate postpartum posttraumatic stress...

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Bibliographic Details
Main Authors: Xiao Fei Nie, Lan Lan Xu, Wen Ping Guo, Jin Hui Li, Li Cheng, Tao Tao Zhang, Jun-Yan Li
Format: Article
Language:English
Published: BMC 2025-08-01
Series:BMC Psychiatry
Subjects:
Logistic regression
Decision tree models
PTSD
Risk factors
Online Access:https://doi.org/10.1186/s12888-025-07261-w
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https://doi.org/10.1186/s12888-025-07261-w

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