most citedMachine Learning-Based Prediction of ICU Mortality in Sepsis-Associated Acute Kidney Injury Patients Using MIMIC-IV Database with Validation from eICU Database

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q-bio.QM2025

Predicting Postoperative Stroke in Elderly SICU Patients: An Interpretable Machine Learning Model Using MIMIC Data

Tinghuan Li, Shuheng Chen, Junyi Fan +4

Postoperative stroke remains a critical complication in elderly surgical intensive care unit (SICU) patients, contributing to prolonged hospitalization, elevated healthcare costs,…

q-bio.QM2025

Machine Learning-Based Prediction of Mortality in Geriatric Traumatic Brain Injury Patients

Yong Si, Junyi Fan, Li Sun +5

Traumatic Brain Injury (TBI) is a major contributor to mortality among older adults, with geriatric patients facing disproportionately high risk due to age-related physiological vu…