Exploring Inflammatory-Related Factors Associated with Postoperative Length of Hospital Stay in Elderly Patients Undergoing Gastrointestinal Tumor Surgery Using Machine Learning

In elderly patients undergoing gastrointestinal tumor resection, preoperative neutrophil percentage and the change in neutrophil percentages from pre- to postoperative periods significantly influence postoperative LOS.

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Publication Details

Journal
Journal of Inflammation Research
Published
2025-09-01
DOI
https://doi.org/10.2147/jir.s542616
Primary Topic
Radiomics and Machine Learning in Medical Imaging
Type
article
Field-Weighted Citation Impact
0.00
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article

Exploring Inflammatory-Related Factors Associated with Postoperative Length of Hospital Stay in Elderly Patients Undergoing Gastrointestinal Tumor Surgery Using Machine Learning

Xiaoxuan Zhan, Jing Liu, Yanli Hu, Li Cai et al.
Journal of Inflammation Research
Radiomics and Machine Learning in Medical Imaging
article

Exploring Inflammatory-Related Factors Associated with Postoperative Length of Hospital Stay in Elderly Patients Undergoing Gastrointestinal Tumor Surgery Using Machine Learning

Xiaoxuan Zhan, Jing Liu, Yanli Hu, Li Cai, Huanwei Wang
article en

Abstract

In elderly patients undergoing gastrointestinal tumor resection, preoperative neutrophil percentage and the change in neutrophil percentages from pre- to postoperative periods significantly influence postoperative LOS.

Journal of Inflammation ResearchVol. Volume 18
Sun Yat-sen University (CN), Nanfang Hospital (CN), Eighth Affiliated Hospital of Sun Yat-sen University, Southern Medical University (CN)
Openalex Percentile: Top 66%
Radiomics and Machine Learning in Medical Imaging
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