Belfin Robinson, E. Grace Mary Kanaga, Piotr Bródka
{"title":"印度医院区域集群,以提高健康水平","authors":"Belfin Robinson, E. Grace Mary Kanaga, Piotr Bródka","doi":"10.1109/ICCSDET.2018.8821072","DOIUrl":null,"url":null,"abstract":"Public health, well being, education and a clean environment are the essential aspects a citizen of the country needs from their government. In which, the Public health of the people of the nation is an essential factor for a country to grow higher. This work focused on the Indian medical environment and gave the insight to improve public health with the concept of connected hospitals. Network science is an area of research widens its spectrum in social science, computer science, biology, mathematics, and other areas. The concepts from the network science have leveraged in this work. The algorithm of this work has been designed to leverage the density, distance and other metrics which are related to the nodes and edges, to find the community hidden in the data. The proposed method takes the hospitals in India as the nodes and the distance between them as the edges. Finally, the hierarchical clustering method is used to cluster the hospitals. The plots show that the clusters formed are closer to each other and this method used for smart healthcare planning. This research proved that there is a need for more medical facilities in India which is in line with the NEWS from the National Health Profile 2018.","PeriodicalId":157362,"journal":{"name":"2018 International Conference on Circuits and Systems in Digital Enterprise Technology (ICCSDET)","volume":"49 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2018-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Regional clustering of Indian hospitals for better health\",\"authors\":\"Belfin Robinson, E. Grace Mary Kanaga, Piotr Bródka\",\"doi\":\"10.1109/ICCSDET.2018.8821072\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Public health, well being, education and a clean environment are the essential aspects a citizen of the country needs from their government. In which, the Public health of the people of the nation is an essential factor for a country to grow higher. This work focused on the Indian medical environment and gave the insight to improve public health with the concept of connected hospitals. Network science is an area of research widens its spectrum in social science, computer science, biology, mathematics, and other areas. The concepts from the network science have leveraged in this work. The algorithm of this work has been designed to leverage the density, distance and other metrics which are related to the nodes and edges, to find the community hidden in the data. The proposed method takes the hospitals in India as the nodes and the distance between them as the edges. Finally, the hierarchical clustering method is used to cluster the hospitals. The plots show that the clusters formed are closer to each other and this method used for smart healthcare planning. This research proved that there is a need for more medical facilities in India which is in line with the NEWS from the National Health Profile 2018.\",\"PeriodicalId\":157362,\"journal\":{\"name\":\"2018 International Conference on Circuits and Systems in Digital Enterprise Technology (ICCSDET)\",\"volume\":\"49 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2018-12-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2018 International Conference on Circuits and Systems in Digital Enterprise Technology (ICCSDET)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICCSDET.2018.8821072\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2018 International Conference on Circuits and Systems in Digital Enterprise Technology (ICCSDET)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICCSDET.2018.8821072","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Regional clustering of Indian hospitals for better health
Public health, well being, education and a clean environment are the essential aspects a citizen of the country needs from their government. In which, the Public health of the people of the nation is an essential factor for a country to grow higher. This work focused on the Indian medical environment and gave the insight to improve public health with the concept of connected hospitals. Network science is an area of research widens its spectrum in social science, computer science, biology, mathematics, and other areas. The concepts from the network science have leveraged in this work. The algorithm of this work has been designed to leverage the density, distance and other metrics which are related to the nodes and edges, to find the community hidden in the data. The proposed method takes the hospitals in India as the nodes and the distance between them as the edges. Finally, the hierarchical clustering method is used to cluster the hospitals. The plots show that the clusters formed are closer to each other and this method used for smart healthcare planning. This research proved that there is a need for more medical facilities in India which is in line with the NEWS from the National Health Profile 2018.