Machine Learning–Based Explainable Automated Nonlinear Computation Scoring System for Health Score and an Application for Prediction of Perioperative Stroke: Retrospective Study

BackgroundMachine learning (ML) has the potential to enhance performance by capturing nonlinear interactions. However, ML-based models have some limitations in terms of interpretability. ObjectiveThis study aimed to develop and validate a more comprehensible and e...

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Bibliographic Details
Main Authors: Mi-Young Oh, Hee-Soo Kim, Young Mi Jung, Hyung-Chul Lee, Seung-Bo Lee, Seung Mi Lee
Format: Article
Language:English
Published: JMIR Publications 2025-03-01
Series:Journal of Medical Internet Research
Online Access:https://www.jmir.org/2025/1/e58021
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