{"id":43,"date":"2025-01-05T15:22:58","date_gmt":"2025-01-05T15:22:58","guid":{"rendered":"https:\/\/defaine.net\/?page_id=43"},"modified":"2025-01-06T07:56:41","modified_gmt":"2025-01-06T07:56:41","slug":"scientific-publications","status":"publish","type":"page","link":"https:\/\/defaine.net\/?page_id=43","title":{"rendered":"Scientific Publications"},"content":{"rendered":"<div class=\"fusion-column-wrapper fusion-flex-justify-content-flex-start fusion-content-layout-column\">\n<div class=\"fusion-title title fusion-title-17 fusion-sep-none fusion-title-text fusion-title-size-paragraph\">\n<h4>Conference Articles<\/h4>\n<p><a class=\"awb-custom-text-color awb-custom-text-hover-color\" href=\"https:\/\/dac.ds.unipi.gr\/research-publication\/interpretable-stroke-risk-prediction-using-machine-learning-algorithms\/\" target=\"_self\">Interpretable stroke risk prediction using machine learning algorithms<\/a><\/p>\n<\/div>\n<\/div>\n<div class=\"fusion-column-wrapper fusion-flex-justify-content-flex-start fusion-content-layout-column\">\n<div class=\"fusion-title title fusion-title-18 fusion-sep-none fusion-title-text fusion-title-size-paragraph\">\n<p class=\"fusion-title-heading title-heading-left title-heading-tag\"><a class=\"awb-custom-text-color awb-custom-text-hover-color\" href=\"https:\/\/dac.ds.unipi.gr\/research-publication\/a-comparative-study-of-monolithic-and-microservices-architectures-in-machine-learning-scenarios\/\" target=\"_self\">A Comparative Study of Monolithic and Microservices Architectures in Machine Learning Scenarios<\/a><\/p>\n<\/div>\n<\/div>\n<div class=\"fusion-column-wrapper fusion-flex-justify-content-flex-start fusion-content-layout-column\">\n<div class=\"fusion-title title fusion-title-19 fusion-sep-none fusion-title-text fusion-title-size-paragraph\">\n<p class=\"fusion-title-heading title-heading-left title-heading-tag\"><a class=\"awb-custom-text-color awb-custom-text-hover-color\" href=\"https:\/\/dac.ds.unipi.gr\/research-publication\/automated-rule-based-data-cleaning-using-nlp\/\" target=\"_self\">Automated rule-based data cleaning using NLP<\/a><\/p>\n<\/div>\n<\/div>\n<div class=\"fusion-column-wrapper fusion-flex-justify-content-flex-start fusion-content-layout-column\">\n<div class=\"fusion-title title fusion-title-20 fusion-sep-none fusion-title-text fusion-title-size-paragraph\">\n<p class=\"fusion-title-heading title-heading-left title-heading-tag\"><a class=\"awb-custom-text-color awb-custom-text-hover-color\" href=\"https:\/\/dac.ds.unipi.gr\/research-publication\/digital-twin-in-healthcare-through-the-eyes-of-the-vitruvian-man\/\" target=\"_self\">Digital twin in healthcare through the eyes of the Vitruvian man<\/a><\/p>\n<\/div>\n<\/div>\n<div class=\"fusion-column-wrapper fusion-flex-justify-content-flex-start fusion-content-layout-column\">\n<div class=\"fusion-title title fusion-title-21 fusion-sep-none fusion-title-text fusion-title-size-paragraph\">\n<p class=\"fusion-title-heading title-heading-left title-heading-tag\"><a class=\"awb-custom-text-color awb-custom-text-hover-color\" href=\"https:\/\/dac.ds.unipi.gr\/research-publication\/a-comparative-study-of-ml-algorithms-for-scenario-agnostic-predictions-in-healthcare\/\" target=\"_self\">A comparative study of ML algorithms for scenario-agnostic predictions in healthcare<\/a><\/p>\n<\/div>\n<\/div>\n<div class=\"fusion-column-wrapper fusion-flex-justify-content-flex-start fusion-content-layout-column\">\n<div class=\"fusion-title title fusion-title-22 fusion-sep-none fusion-title-text fusion-title-size-paragraph\">\n<p class=\"fusion-title-heading title-heading-left title-heading-tag\"><a class=\"awb-custom-text-color awb-custom-text-hover-color\" href=\"https:\/\/dac.ds.unipi.gr\/research-publication\/a-multi-layer-approach-for-data-cleaning-in-the-healthcare-domain\/\" target=\"_self\">A multi-layer approach for data cleaning in the healthcare domain<\/a><\/p>\n<\/div>\n<\/div>\n<div class=\"fusion-column-wrapper fusion-flex-justify-content-flex-start fusion-content-layout-column\">\n<div class=\"fusion-title title fusion-title-23 fusion-sep-none fusion-title-text fusion-title-size-paragraph\">\n<p class=\"fusion-title-heading title-heading-left title-heading-tag\"><a class=\"awb-custom-text-color awb-custom-text-hover-color\" href=\"https:\/\/dac.ds.unipi.gr\/research-publication\/analyzing-collective-knowledge-towards-public-health-policy-making\/\" target=\"_self\">Analyzing Collective Knowledge towards Public Health Policy Making<\/a><\/p>\n<\/div>\n<\/div>\n<div class=\"fusion-column-wrapper fusion-flex-justify-content-flex-start fusion-content-layout-column\">\n<div class=\"fusion-title title fusion-title-24 fusion-sep-none fusion-title-text fusion-title-size-paragraph\">\n<p class=\"fusion-title-heading title-heading-left title-heading-tag\"><a class=\"awb-custom-text-color awb-custom-text-hover-color\" href=\"https:\/\/dac.ds.unipi.gr\/research-publication\/behealthier-a-microservices-platform-for-analyzing-and-exploiting-healthcare-data\/\" target=\"_self\">beHEALTHIER: A Microservices Platform for Analyzing and Exploiting Healthcare Data<\/a><\/p>\n<\/div>\n<\/div>\n<p>&nbsp;<\/p>\n<h4>Journal Articles<\/h4>\n<div class=\"fusion-column-wrapper fusion-flex-justify-content-flex-start fusion-content-layout-column\">\n<div class=\"fusion-title title fusion-title-25 fusion-sep-none fusion-title-text fusion-title-size-paragraph\">\n<p class=\"fusion-title-heading title-heading-left title-heading-tag\"><a class=\"awb-custom-text-color awb-custom-text-hover-color\" href=\"https:\/\/dac.ds.unipi.gr\/research-publication\/identity-management-standards-a-literature-review\/\" target=\"_self\">Identity management standards: A literature review<\/a><\/p>\n<\/div>\n<\/div>\n<div class=\"fusion-column-wrapper fusion-flex-justify-content-flex-start fusion-content-layout-column\">\n<div class=\"fusion-title title fusion-title-26 fusion-sep-none fusion-title-text fusion-title-size-paragraph\">\n<p class=\"fusion-title-heading title-heading-left title-heading-tag\"><a class=\"awb-custom-text-color awb-custom-text-hover-color\" href=\"https:\/\/dac.ds.unipi.gr\/research-publication\/a-catalogue-of-machine-learning-algorithms-for-healthcare-risk-predictions\/\" target=\"_self\">A catalogue of machine learning algorithms for healthcare risk predictions<\/a><\/p>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Conference Articles Interpretable stroke risk prediction using machine learning algorithms A Comparative Study of Monolithic and Microservices Architectures in Machine Learning Scenarios Automated rule-based data cleaning using NLP Digital twin in healthcare through the eyes of the Vitruvian man A comparative study of ML algorithms for scenario-agnostic predictions in healthcare A multi-layer approach for data &hellip; <\/p>\n<p class=\"link-more\"><a href=\"https:\/\/defaine.net\/?page_id=43\" class=\"more-link\">Read more<span class=\"screen-reader-text\"> &#8220;Scientific Publications&#8221;<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-43","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.1 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Scientific Publications - defAIne.net<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/defaine.net\/?page_id=43\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Scientific Publications - defAIne.net\" \/>\n<meta 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