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Performance of the Models Predicting In-Hospital Mortality in Patients with ST-Segment Elevation Myocardial Infarction with Predictors in Categorical and Continuous Forms.

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第一作者： K I,Shakhgeldyan

第一单位： Associate Professor, Director of the Institute of Information Technologies; Vladivostok State University, 41 Gogolya St., Vladivostok, 690014, Russia; Head of the Laboratory of Big Data Analysis in Medicine and Healthcare; Far East Federal University, 10 Ayaks Village, Russkiy Island, Vladivostok, 690922, Russia.

作者： K I,Shakhgeldyan ^[1] ; N S,Kuksin ^[2] ; I G,Domzhalov ^[3] ; B I,Geltser ^[4]

作者单位： Associate Professor, Director of the Institute of Information Technologies; Vladivostok State University, 41 Gogolya St., Vladivostok, 690014, Russia; Head of the Laboratory of Big Data Analysis in Medicine and Healthcare; Far East Federal University, 10 Ayaks Village, Russkiy Island, Vladivostok, 690922, Russia. ^[1] PhD Student, Institute of Mathematics and Computer Technologies; Far East Federal University, 10 Ayaks Village, Russkiy Island, Vladivostok, 690922, Russia. ^[2] PhD Student, School of Medicine and Life Sciences; Far East Federal University, 10 Ayaks Village, Russkiy Island, Vladivostok, 690922, Russia. ^[3] Professor, Corresponding Member of the Russian Academy of Sciences, Deputy Director of School of Medicine and Life Sciences; Far East Federal University, 10 Ayaks Village, Russkiy Island, Vladivostok, 690922, Russia. ^[4]

关键词 ST-segment elevation myocardial infarction data categorization method of Shapley additive explanation mortality prognostic models risk factors