R. Kohno, C. Sugimoto, Takumi Kobayashi, Tomomi Nagasaka, Yuki Ishiguro, Shota Watanabe, Yuichi Tsutatani, Yasuo Moriyama
{"title":"基于先进ICT/AI数据科学的COVID-19环境下老年人护理支持系统及其现场试验","authors":"R. Kohno, C. Sugimoto, Takumi Kobayashi, Tomomi Nagasaka, Yuki Ishiguro, Shota Watanabe, Yuichi Tsutatani, Yasuo Moriyama","doi":"10.1109/ISMICT58261.2023.10152103","DOIUrl":null,"url":null,"abstract":"During the pandemic due to COVID-19, healthcare management for elderly people in care centers has been facing difficulty in judgment acceptance of center users suffering from COVID-19 or not because of a limited number of caregivers in a cost-effective manner. This paper introduces a developed system for dependable healthcare support during the pandemic using advanced ICT and AI data science such as an integrated ICT platform among variable vital sensors connected with a wireless body area network(BAN) and data server via a cloud network, and data analysis for the judgement based on AI data science using a sophisticated machine learning algorithm. This paper investigates feasibility of the developed system by various field trials in practical healthcare service centers sponsored by medical organization and IT service company.","PeriodicalId":332729,"journal":{"name":"2023 IEEE 17th International Symposium on Medical Information and Communication Technology (ISMICT)","volume":"7 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-05-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Elderly People Care Support System Under COVID-19 Environment Using Advanced ICT/AI Data Science and Its Field Trials\",\"authors\":\"R. Kohno, C. Sugimoto, Takumi Kobayashi, Tomomi Nagasaka, Yuki Ishiguro, Shota Watanabe, Yuichi Tsutatani, Yasuo Moriyama\",\"doi\":\"10.1109/ISMICT58261.2023.10152103\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"During the pandemic due to COVID-19, healthcare management for elderly people in care centers has been facing difficulty in judgment acceptance of center users suffering from COVID-19 or not because of a limited number of caregivers in a cost-effective manner. This paper introduces a developed system for dependable healthcare support during the pandemic using advanced ICT and AI data science such as an integrated ICT platform among variable vital sensors connected with a wireless body area network(BAN) and data server via a cloud network, and data analysis for the judgement based on AI data science using a sophisticated machine learning algorithm. This paper investigates feasibility of the developed system by various field trials in practical healthcare service centers sponsored by medical organization and IT service company.\",\"PeriodicalId\":332729,\"journal\":{\"name\":\"2023 IEEE 17th International Symposium on Medical Information and Communication Technology (ISMICT)\",\"volume\":\"7 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2023-05-10\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2023 IEEE 17th International Symposium on Medical Information and Communication Technology (ISMICT)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ISMICT58261.2023.10152103\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2023 IEEE 17th International Symposium on Medical Information and Communication Technology (ISMICT)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ISMICT58261.2023.10152103","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Elderly People Care Support System Under COVID-19 Environment Using Advanced ICT/AI Data Science and Its Field Trials
During the pandemic due to COVID-19, healthcare management for elderly people in care centers has been facing difficulty in judgment acceptance of center users suffering from COVID-19 or not because of a limited number of caregivers in a cost-effective manner. This paper introduces a developed system for dependable healthcare support during the pandemic using advanced ICT and AI data science such as an integrated ICT platform among variable vital sensors connected with a wireless body area network(BAN) and data server via a cloud network, and data analysis for the judgement based on AI data science using a sophisticated machine learning algorithm. This paper investigates feasibility of the developed system by various field trials in practical healthcare service centers sponsored by medical organization and IT service company.