Athanasios Anastasiou, Stavros Pitoglou, Thelma Androutsou, Evaggelos Kostalas, G. Matsopoulos, D. Koutsouris
{"title":"MODELHealth: An Innovative Software Platform for Machine Learning in Healthcare Leveraging Indoor Localization Services","authors":"Athanasios Anastasiou, Stavros Pitoglou, Thelma Androutsou, Evaggelos Kostalas, G. Matsopoulos, D. Koutsouris","doi":"10.1109/MDM.2019.000-5","DOIUrl":null,"url":null,"abstract":"MODELHealth is an innovative software platform aiming at developing an end-to-end solution for the process of pumping, enriching and anonymizing heterogeneous health data, and implementing Machine Learning (ML) methods for healthcare and research purposes that also leverage indoor localization services. The ultimate goal of the platform is to provide any authorized Information System with powerful algorithms and tools through Application Program Interfaces in order to facilitate and enhance clinical decision-making techniques at a broad range of healthcare services.","PeriodicalId":241426,"journal":{"name":"2019 20th IEEE International Conference on Mobile Data Management (MDM)","volume":"44 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2019 20th IEEE International Conference on Mobile Data Management (MDM)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/MDM.2019.000-5","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1
Abstract
MODELHealth is an innovative software platform aiming at developing an end-to-end solution for the process of pumping, enriching and anonymizing heterogeneous health data, and implementing Machine Learning (ML) methods for healthcare and research purposes that also leverage indoor localization services. The ultimate goal of the platform is to provide any authorized Information System with powerful algorithms and tools through Application Program Interfaces in order to facilitate and enhance clinical decision-making techniques at a broad range of healthcare services.