2024
DOI: 10.21203/rs.3.rs-3829515/v1
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Construction of prognosis prediction model and visualization system of acute paraquat poisoning based on improved machine learning model

Long Li,
Xinxuan Han,
Zhigang Zhang
et al.

Abstract: Objective: This study aims to develop a prognosis prediction model and visualization system for acute paraquat poisoning based on an improved machine learning model. Methods: A total of 101 patients with acute paraquat poisoning admitted to 6 hospitals from March 2020 to March 2022 were selected for this study. The patients were divided into two groups, the survival group (n=37) and the death group (n=64), based on treatment results. The biochemical indexes of the patients were analyzed, and a prognosis predic… Show more

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