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Author

Yalin Dong

2 papers indexed here

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Sep 2026

Interpretable Machine Learning for In-Hospital Mortality Prediction in Patients With Diabetes and ARDS: Development and External Validation.

BACKGROUND Patients with diabetes mellitus complicated by acute respiratory distress syndrome (ARDS) are a high-risk subgroup, but population-specific models for in-hospital mortality remain limited. We aimed to develop and externally validate machine learning models using the 2023 New Global Definition of ARDS. METH...

Ya-Lin Dong, Meng-Xue Hou, Qian-Qian Wang et al. · 0 citations
Open access Aug 2026

Association between Ulcerative Colitis, mental health, and Quality of Life in a Pakistani cohort: A cross-sectional analysis

Background Ulcerative colitis (UC) is chronic inflammatory bowel disease that significantly impairs both physical and psychological well-being. This study explores the prevalence of depression and its impact on quality-of-life (QoL) among UC patients in Pakistan, aiming to inform integrated care approaches in a setting...

Saima Mushtaq, Sehrish Saeed, Amjad Khan et al. · 0 citations

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