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publicationDate 2022-10-25-04:00^^<http://www.w3.org/2001/XMLSchema#date>
publicationNumber CN-115240852-A
titleOfInvention Method and system for establishing 90-day mortality risk prediction model in patients with cerebral hemorrhage
abstract The invention provides a method and system for establishing a 90-day mortality risk prediction model for patients with cerebral hemorrhage. The method includes: performing multi-dimensional and multi-level data preprocessing on the data of patients with cerebral hemorrhage; dividing the data of patients with cerebral hemorrhage into qualitative Data and quantitative data were selected through statistical analysis to select data with statistical differences; all 41 characteristic factors included were filtered through univariate Cox regression analysis, correlation analysis and recursive feature elimination (RFECV) cross-validation (RFECV). The best variable combination of the model; use the best variable combination of each model to analyze and model to form 6 algorithm models, and use the area under the curve of the receiver operation specific curve to evaluate the predictive performance of each model to obtain the mortality outcome prediction performance effect best predictive model. The risk prediction of 90-day mortality in patients with cerebral hemorrhage was performed using the best predictive model, which improved the accuracy of risk prediction for patients with cerebral hemorrhage.
priorityDate 2022-07-25-04:00^^<http://www.w3.org/2001/XMLSchema#date>
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