Construction method of spontaneous cerebral hemorrhage recurrence detection model

The invention relates to a method for constructing a spontaneous cerebral hemorrhage recurrence detection model. The method comprises the following steps: acquiring baseline clinical data and images of a plurality of spontaneous cerebral hemorrhage confirmed testees within 6 hours when symptoms appe...

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Hauptverfasser: LUO ZHIXIAN, YANG YUNJUN, ZHOU YING, CHEN LIXUAN, YU MENGYING, YAO FEI, ZHU DONGQIN, LIN RU
Format: Patent
Sprache:chi ; eng
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Zusammenfassung:The invention relates to a method for constructing a spontaneous cerebral hemorrhage recurrence detection model. The method comprises the following steps: acquiring baseline clinical data and images of a plurality of spontaneous cerebral hemorrhage confirmed testees within 6 hours when symptoms appear; and extracting clinical independent predictive factors related to recurrent cerebral hemorrhage from the baseline clinical data, and constructing a baseline clinical data marker model by using the clinical independent predictive factors. And extracting radiomics characteristics related to the recurrent cerebral hemorrhage from the image, and constructing a radiomics marker model by using the radiomics characteristics. And importing the clinical independent predictive factor and the baseline clinical data marker model into a logistic regression model, and detecting the logistic regression model to generate a spontaneous cerebral hemorrhage recurrence detection model. The spontaneous cerebral hemorrhage recurrenc