{"title":"大型医疗保健产业体系中自主创新集群结构的机遇与挑战","authors":"Yury Gertsik, I. Omelchenko","doi":"10.1109/mlsd52249.2021.9600178","DOIUrl":null,"url":null,"abstract":"The article deals with the concept of initiative-innovative cluster development in the large-scale systems of the medical industry and healthcare. Risk management based on various criteria is also essential for ranking medical enterprises considering internal and external environmental conditions. We researched the possibility of medical industry enterprises and healthcare institutions participating effectively in innovative cluster structures. The authors proposed a model for identifying the compliance of the input indicators of the economic system with a specified output using the Kohonen neural network to estimate the initiative cluster effectiveness and sustainable development.","PeriodicalId":428017,"journal":{"name":"2021 14th International Conference Management of large-scale system development (MLSD)","volume":"45 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-09-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":"{\"title\":\"Opportunities and Challenges of Initiative-Innovative Cluster Structures within Large-Scale Systems of the Medical Industry and Healthcare\",\"authors\":\"Yury Gertsik, I. Omelchenko\",\"doi\":\"10.1109/mlsd52249.2021.9600178\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The article deals with the concept of initiative-innovative cluster development in the large-scale systems of the medical industry and healthcare. Risk management based on various criteria is also essential for ranking medical enterprises considering internal and external environmental conditions. We researched the possibility of medical industry enterprises and healthcare institutions participating effectively in innovative cluster structures. The authors proposed a model for identifying the compliance of the input indicators of the economic system with a specified output using the Kohonen neural network to estimate the initiative cluster effectiveness and sustainable development.\",\"PeriodicalId\":428017,\"journal\":{\"name\":\"2021 14th International Conference Management of large-scale system development (MLSD)\",\"volume\":\"45 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-09-27\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"2\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2021 14th International Conference Management of large-scale system development (MLSD)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/mlsd52249.2021.9600178\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 14th International Conference Management of large-scale system development (MLSD)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/mlsd52249.2021.9600178","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Opportunities and Challenges of Initiative-Innovative Cluster Structures within Large-Scale Systems of the Medical Industry and Healthcare
The article deals with the concept of initiative-innovative cluster development in the large-scale systems of the medical industry and healthcare. Risk management based on various criteria is also essential for ranking medical enterprises considering internal and external environmental conditions. We researched the possibility of medical industry enterprises and healthcare institutions participating effectively in innovative cluster structures. The authors proposed a model for identifying the compliance of the input indicators of the economic system with a specified output using the Kohonen neural network to estimate the initiative cluster effectiveness and sustainable development.