Computational Model-Based Clinical Decision Support Tools for Hospitalized Patients

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ORIGINAL RESEARCH

Published on 05 Dec 2025

Efficacy and validation of a clinical model to predict acute kidney injury in severe pneumonia requiring mechanical ventilation in elderly patients: a multicenter retrospective observational analysis

Li Yao
Wenjing Ding
Jingjing Zhao
Xiang Fang
Kunlun Niu
Di Ma
Ting Chen
Jingyu Li
Yu Fu
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Wei Wang

doi 10.3389/fmed.2025.1685110

1,051 views

ORIGINAL RESEARCH

Published on 08 Aug 2025

Random forest-driven mortality prediction in critical IBD care: a dual-database model integrating comorbidity patterns and real-time physiometrics

Zhenze Zhang
Caiqing Zhao
Yijun Zhou
Ling Yao
Peng Liu
Ziling Fang
Nian Fang

doi 10.3389/fmed.2025.1624899

1,934 views
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ORIGINAL RESEARCH

Published on 09 Jul 2025

Developing a predictive nomogram for AMI in elderly patients with AHF: a retrospective analysis

Qili Yu
Tingting Song
Rui Cui
Li Liu

doi 10.3389/fmed.2025.1555596

1,569 views

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Frontiers in Medical Engineering

Frontiers in Medical Engineering

Computational Medicine

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