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Author

Esma Akpınar Aslan

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2 papers indexed here

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Open access Sep 2026

Predicting One-Year Psychiatric Rehospitalization Using Natural Language Processing and Machine Learning Methods Based on Clinical Texts

Background/Objectives: Psychiatric readmissions are an important indicator for assessing disease progression and the effectiveness of healthcare services. The aim of this study was to explore factors associated with one-year readmission and to evaluate the performance of machine learning models using clinical informati...

Sare Aydın, Sena Karaca, Esma Akpınar Aslan et al. · 0 citations
Open access Sep 2026

Suicide probability among physicians: an explainable machine learning analysis of depression, burnout, anxiety, and coping styles

Suicide is a major public health concern, and physicians are at increased risk because of demanding working conditions and a high prevalence of mental health problems. This study aimed to investigate the sociodemographic characteristics, depression, anxiety, burnout, coping styles, and suicide probability among phy...

Figen Unal Demir, Esma Akpınar Aslan · 0 citations

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