{"title":"循环神经元网络在隔离研究«天狼星-21»参与者医疗监测数据预后评估中的应用","authors":"O. V. Perevedentsev, О.I. Orlov, R. Chernogorov","doi":"10.21687/0233-528x-2023-57-2-33-38","DOIUrl":null,"url":null,"abstract":"The paper deals with analysis of the possibility to apply artificial neural networks for health evaluation in the series of isolation studies launched at IBMP in 2017 (SIRIUS project). Indeed, recurrent neural networks (RNNs) with an original architecture increased precision of forecasting health dynamics. Daily self check-ups by spacecrew members with the use of RNNs may help detect negative trends in organism and undertake preventive actions.","PeriodicalId":8683,"journal":{"name":"Aviakosmicheskaia i ekologicheskaia meditsina = Aerospace and environmental medicine","volume":"1 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"APPLICATION OF RECURRENT NEURON NETWORKS IN PROGNOSTIC ASSESSMENT OF MEDICAL MONITORING DATA FROM PARTICIPANTS IN ISOLATION STUDY «SIRIUS-21»\",\"authors\":\"O. V. Perevedentsev, О.I. Orlov, R. Chernogorov\",\"doi\":\"10.21687/0233-528x-2023-57-2-33-38\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The paper deals with analysis of the possibility to apply artificial neural networks for health evaluation in the series of isolation studies launched at IBMP in 2017 (SIRIUS project). Indeed, recurrent neural networks (RNNs) with an original architecture increased precision of forecasting health dynamics. Daily self check-ups by spacecrew members with the use of RNNs may help detect negative trends in organism and undertake preventive actions.\",\"PeriodicalId\":8683,\"journal\":{\"name\":\"Aviakosmicheskaia i ekologicheskaia meditsina = Aerospace and environmental medicine\",\"volume\":\"1 1\",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2023-01-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Aviakosmicheskaia i ekologicheskaia meditsina = Aerospace and environmental medicine\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.21687/0233-528x-2023-57-2-33-38\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q4\",\"JCRName\":\"Biochemistry, Genetics and Molecular Biology\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Aviakosmicheskaia i ekologicheskaia meditsina = Aerospace and environmental medicine","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.21687/0233-528x-2023-57-2-33-38","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"Biochemistry, Genetics and Molecular Biology","Score":null,"Total":0}
APPLICATION OF RECURRENT NEURON NETWORKS IN PROGNOSTIC ASSESSMENT OF MEDICAL MONITORING DATA FROM PARTICIPANTS IN ISOLATION STUDY «SIRIUS-21»
The paper deals with analysis of the possibility to apply artificial neural networks for health evaluation in the series of isolation studies launched at IBMP in 2017 (SIRIUS project). Indeed, recurrent neural networks (RNNs) with an original architecture increased precision of forecasting health dynamics. Daily self check-ups by spacecrew members with the use of RNNs may help detect negative trends in organism and undertake preventive actions.
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