A data-driven medical knowledge discovery framework to predict the length of ICU stay for patients undergoing craniotomy based on electronic medical records

Craniotomy is an invasive operation with great trauma and many complications, and patients undergoing craniotomy should enter the ICU for monitoring and treatment. Based on electronic medical records (EMR), the discovery of high-risk multi-biomarkers rather than a single biomarker that may affect th...

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Bibliographic Details

Published in:	Mathematical Biosciences and Engineering
Main Authors:	Shaobo Wang, Jun Li, Qiqi Wang, Zengtao Jiao, Jun Yan, Youjun Liu, Rongguo Yu
Format:	Article
Language:	English
Published:	AIMS Press 2023-01-01
Subjects:	craniotomy electronic medical records length of icu stay predictive model tabnet decision rules discovery
Online Access:	https://www.aimspress.com/article/doi/10.3934/mbe.2023038?viewType=HTML