{"id":9157,"date":"2026-02-18T10:59:52","date_gmt":"2026-02-18T16:59:52","guid":{"rendered":"https:\/\/ami.advancedrenaleducation.com\/wparep\/emea\/?post_type=tribe_events&p=9157"},"modified":"2026-03-25T07:21:19","modified_gmt":"2026-03-25T12:21:19","slug":"data-driven-pd-advancing-analytics-for-better-outcomes","status":"publish","type":"tribe_events","link":"https:\/\/ami.advancedrenaleducation.com\/wparep\/emea\/event\/data-driven-pd-advancing-analytics-for-better-outcomes\/","title":{"rendered":"Data-Driven PD: Advancing Analytics for Better Outcomes"},"content":{"rendered":"

\"\"<\/span><\/p>\n

<\/div>[vc_column_text]Welcome to the Webinar Series!<\/span><\/p>\n

Our medical education programs are delivered by experts in their fields and cover a\u00a0variety of disease-state education topics related to dialysis, critical care and beyond.<\/span><\/p>\n

Data-Driven PD: Advancing Analytics for Better Outcomes:<\/u><\/span><\/p>\n

Data-Driven PD: Advancing Analytics for Better Outcomes\u201d will examine how machine learning and modern analytics are being applied to adult peritoneal dialysis, drawing on recent evidence from the past five years. The session will summarize the most investigated use cases\u2014especially risk prediction for outcomes such as mortality and cardiovascular events, along with models targeting technique complications (e.g., ultrafiltration failure, peritonitis risk, transport changes). We\u2019ll also explore opportunities to build the next generation of therapies and clinical workflows, including integrating biomarker and connected-device\/sensor signals to enable earlier intervention and more personalized, proactive care. Key takeaways include a clear picture of where evidence is strongest today, what high-impact next steps look like (validation, workflow integration, actionable outputs), and the main implementation barriers\u2014generalizability across centers, limited external\/prospective validation, data integration and governance challenges, and operational adoption in real-world PD programs.<\/span><\/p>\n

Speaker: <\/strong><\/span>Luca Neri, PhD, Fresenius Medical Care, Italy<\/span><\/p>\n

 <\/p>\n[\/vc_column_text] Register<\/span><\/a> \n","protected":false},"excerpt":{"rendered":"

[vc_column_text]Welcome to the Webinar Series! Our medical education programs are delivered by experts in their fields and cover a\u00a0variety of disease-state education topics related to dialysis, critical care and beyond. Data-Driven PD: Advancing Analytics for Better Outcomes: Data-Driven PD: Advancing…<\/p>\n","protected":false},"author":101782,"featured_media":9158,"template":"","meta":{"_acf_changed":false,"_tribe_events_status":"","_tribe_events_status_reason":"","footnotes":""},"tags":[256,255,174],"tribe_events_cat":[86],"class_list":["post-9157","tribe_events","type-tribe_events","status-publish","has-post-thumbnail","hentry","tag-events-hhd","tag-events-pd","tag-live-event","tribe_events_cat-webinar","cat_webinar","entry","has-media"],"acf":[],"yoast_head":"\nData-Driven PD: Advancing Analytics for Better Outcomes - AREP EMEA<\/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:\/\/ami.advancedrenaleducation.com\/wparep\/emea\/event\/data-driven-pd-advancing-analytics-for-better-outcomes\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Data-Driven PD: Advancing Analytics for Better Outcomes - AREP EMEA\" \/>\n<meta property=\"og:description\" content=\"[vc_column_text]Welcome to the Webinar Series! Our medical education programs are delivered by experts in their fields and cover a\u00a0variety of disease-state education topics related to dialysis, critical care and beyond. Data-Driven PD: Advancing Analytics for Better Outcomes: Data-Driven PD: Advancing…\" \/>\n<meta property=\"og:url\" content=\"https:\/\/ami.advancedrenaleducation.com\/wparep\/emea\/event\/data-driven-pd-advancing-analytics-for-better-outcomes\/\" \/>\n<meta property=\"og:site_name\" content=\"AREP EMEA\" \/>\n<meta property=\"article:modified_time\" content=\"2026-03-25T12:21:19+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/ami.advancedrenaleducation.com\/wparep\/emea\/wp-content\/uploads\/sites\/12\/2026\/02\/AREP_Event_20052026.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1894\" \/>\n\t<meta property=\"og:image:height\" content=\"1398\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"2 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/ami.advancedrenaleducation.com\/wparep\/emea\/event\/data-driven-pd-advancing-analytics-for-better-outcomes\/\",\"url\":\"https:\/\/ami.advancedrenaleducation.com\/wparep\/emea\/event\/data-driven-pd-advancing-analytics-for-better-outcomes\/\",\"name\":\"Data-Driven PD: Advancing Analytics for Better Outcomes - AREP EMEA\",\"isPartOf\":{\"@id\":\"https:\/\/ami.advancedrenaleducation.com\/wparep\/emea\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/ami.advancedrenaleducation.com\/wparep\/emea\/event\/data-driven-pd-advancing-analytics-for-better-outcomes\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/ami.advancedrenaleducation.com\/wparep\/emea\/event\/data-driven-pd-advancing-analytics-for-better-outcomes\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/ami.advancedrenaleducation.com\/wparep\/emea\/wp-content\/uploads\/sites\/12\/2026\/02\/AREP_Event_20052026.png\",\"datePublished\":\"2026-02-18T16:59:52+00:00\",\"dateModified\":\"2026-03-25T12:21:19+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/ami.advancedrenaleducation.com\/wparep\/emea\/event\/data-driven-pd-advancing-analytics-for-better-outcomes\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/ami.advancedrenaleducation.com\/wparep\/emea\/event\/data-driven-pd-advancing-analytics-for-better-outcomes\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/ami.advancedrenaleducation.com\/wparep\/emea\/event\/data-driven-pd-advancing-analytics-for-better-outcomes\/#primaryimage\",\"url\":\"https:\/\/ami.advancedrenaleducation.com\/wparep\/emea\/wp-content\/uploads\/sites\/12\/2026\/02\/AREP_Event_20052026.png\",\"contentUrl\":\"https:\/\/ami.advancedrenaleducation.com\/wparep\/emea\/wp-content\/uploads\/sites\/12\/2026\/02\/AREP_Event_20052026.png\",\"width\":1894,\"height\":1398},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/ami.advancedrenaleducation.com\/wparep\/emea\/event\/data-driven-pd-advancing-analytics-for-better-outcomes\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/ami.advancedrenaleducation.com\/wparep\/emea\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Events\",\"item\":\"https:\/\/ami.advancedrenaleducation.com\/wparep\/emea\/events\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"Data-Driven PD: Advancing Analytics for Better Outcomes\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/ami.advancedrenaleducation.com\/wparep\/emea\/#website\",\"url\":\"https:\/\/ami.advancedrenaleducation.com\/wparep\/emea\/\",\"name\":\"AREP EMEA\",\"description\":\"\",\"publisher\":{\"@id\":\"https:\/\/ami.advancedrenaleducation.com\/wparep\/emea\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/ami.advancedrenaleducation.com\/wparep\/emea\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/ami.advancedrenaleducation.com\/wparep\/emea\/#organization\",\"name\":\"AREP EMEA\",\"url\":\"https:\/\/ami.advancedrenaleducation.com\/wparep\/emea\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/ami.advancedrenaleducation.com\/wparep\/emea\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/ami.advancedrenaleducation.com\/wparep\/emea\/wp-content\/uploads\/sites\/12\/2023\/03\/1Asset-1.jpg\",\"contentUrl\":\"https:\/\/ami.advancedrenaleducation.com\/wparep\/emea\/wp-content\/uploads\/sites\/12\/2023\/03\/1Asset-1.jpg\",\"width\":1965,\"height\":381,\"caption\":\"AREP EMEA\"},\"image\":{\"@id\":\"https:\/\/ami.advancedrenaleducation.com\/wparep\/emea\/#\/schema\/logo\/image\/\"}}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Data-Driven PD: Advancing Analytics for Better Outcomes - AREP EMEA","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/ami.advancedrenaleducation.com\/wparep\/emea\/event\/data-driven-pd-advancing-analytics-for-better-outcomes\/","og_locale":"en_US","og_type":"article","og_title":"Data-Driven PD: Advancing Analytics for Better Outcomes - AREP EMEA","og_description":"[vc_column_text]Welcome to the Webinar Series! Our medical education programs are delivered by experts in their fields and cover a\u00a0variety of disease-state education topics related to dialysis, critical care and beyond. Data-Driven PD: Advancing Analytics for Better Outcomes: Data-Driven PD: Advancing…","og_url":"https:\/\/ami.advancedrenaleducation.com\/wparep\/emea\/event\/data-driven-pd-advancing-analytics-for-better-outcomes\/","og_site_name":"AREP EMEA","article_modified_time":"2026-03-25T12:21:19+00:00","og_image":[{"width":1894,"height":1398,"url":"https:\/\/ami.advancedrenaleducation.com\/wparep\/emea\/wp-content\/uploads\/sites\/12\/2026\/02\/AREP_Event_20052026.png","type":"image\/png"}],"twitter_card":"summary_large_image","twitter_misc":{"Est. reading time":"2 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/ami.advancedrenaleducation.com\/wparep\/emea\/event\/data-driven-pd-advancing-analytics-for-better-outcomes\/","url":"https:\/\/ami.advancedrenaleducation.com\/wparep\/emea\/event\/data-driven-pd-advancing-analytics-for-better-outcomes\/","name":"Data-Driven PD: Advancing Analytics for Better Outcomes - AREP EMEA","isPartOf":{"@id":"https:\/\/ami.advancedrenaleducation.com\/wparep\/emea\/#website"},"primaryImageOfPage":{"@id":"https:\/\/ami.advancedrenaleducation.com\/wparep\/emea\/event\/data-driven-pd-advancing-analytics-for-better-outcomes\/#primaryimage"},"image":{"@id":"https:\/\/ami.advancedrenaleducation.com\/wparep\/emea\/event\/data-driven-pd-advancing-analytics-for-better-outcomes\/#primaryimage"},"thumbnailUrl":"https:\/\/ami.advancedrenaleducation.com\/wparep\/emea\/wp-content\/uploads\/sites\/12\/2026\/02\/AREP_Event_20052026.png","datePublished":"2026-02-18T16:59:52+00:00","dateModified":"2026-03-25T12:21:19+00:00","breadcrumb":{"@id":"https:\/\/ami.advancedrenaleducation.com\/wparep\/emea\/event\/data-driven-pd-advancing-analytics-for-better-outcomes\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/ami.advancedrenaleducation.com\/wparep\/emea\/event\/data-driven-pd-advancing-analytics-for-better-outcomes\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/ami.advancedrenaleducation.com\/wparep\/emea\/event\/data-driven-pd-advancing-analytics-for-better-outcomes\/#primaryimage","url":"https:\/\/ami.advancedrenaleducation.com\/wparep\/emea\/wp-content\/uploads\/sites\/12\/2026\/02\/AREP_Event_20052026.png","contentUrl":"https:\/\/ami.advancedrenaleducation.com\/wparep\/emea\/wp-content\/uploads\/sites\/12\/2026\/02\/AREP_Event_20052026.png","width":1894,"height":1398},{"@type":"BreadcrumbList","@id":"https:\/\/ami.advancedrenaleducation.com\/wparep\/emea\/event\/data-driven-pd-advancing-analytics-for-better-outcomes\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/ami.advancedrenaleducation.com\/wparep\/emea\/"},{"@type":"ListItem","position":2,"name":"Events","item":"https:\/\/ami.advancedrenaleducation.com\/wparep\/emea\/events\/"},{"@type":"ListItem","position":3,"name":"Data-Driven PD: Advancing Analytics for Better Outcomes"}]},{"@type":"WebSite","@id":"https:\/\/ami.advancedrenaleducation.com\/wparep\/emea\/#website","url":"https:\/\/ami.advancedrenaleducation.com\/wparep\/emea\/","name":"AREP EMEA","description":"","publisher":{"@id":"https:\/\/ami.advancedrenaleducation.com\/wparep\/emea\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/ami.advancedrenaleducation.com\/wparep\/emea\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/ami.advancedrenaleducation.com\/wparep\/emea\/#organization","name":"AREP EMEA","url":"https:\/\/ami.advancedrenaleducation.com\/wparep\/emea\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/ami.advancedrenaleducation.com\/wparep\/emea\/#\/schema\/logo\/image\/","url":"https:\/\/ami.advancedrenaleducation.com\/wparep\/emea\/wp-content\/uploads\/sites\/12\/2023\/03\/1Asset-1.jpg","contentUrl":"https:\/\/ami.advancedrenaleducation.com\/wparep\/emea\/wp-content\/uploads\/sites\/12\/2023\/03\/1Asset-1.jpg","width":1965,"height":381,"caption":"AREP EMEA"},"image":{"@id":"https:\/\/ami.advancedrenaleducation.com\/wparep\/emea\/#\/schema\/logo\/image\/"}}]}},"distributor_meta":false,"distributor_terms":false,"distributor_media":false,"distributor_original_site_name":"AREP EMEA","distributor_original_site_url":"https:\/\/ami.advancedrenaleducation.com\/wparep\/emea","push-errors":false,"_links":{"self":[{"href":"https:\/\/ami.advancedrenaleducation.com\/wparep\/emea\/wp-json\/wp\/v2\/tribe_events\/9157","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ami.advancedrenaleducation.com\/wparep\/emea\/wp-json\/wp\/v2\/tribe_events"}],"about":[{"href":"https:\/\/ami.advancedrenaleducation.com\/wparep\/emea\/wp-json\/wp\/v2\/types\/tribe_events"}],"author":[{"embeddable":true,"href":"https:\/\/ami.advancedrenaleducation.com\/wparep\/emea\/wp-json\/wp\/v2\/users\/101782"}],"version-history":[{"count":4,"href":"https:\/\/ami.advancedrenaleducation.com\/wparep\/emea\/wp-json\/wp\/v2\/tribe_events\/9157\/revisions"}],"predecessor-version":[{"id":9207,"href":"https:\/\/ami.advancedrenaleducation.com\/wparep\/emea\/wp-json\/wp\/v2\/tribe_events\/9157\/revisions\/9207"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/ami.advancedrenaleducation.com\/wparep\/emea\/wp-json\/wp\/v2\/media\/9158"}],"wp:attachment":[{"href":"https:\/\/ami.advancedrenaleducation.com\/wparep\/emea\/wp-json\/wp\/v2\/media?parent=9157"}],"wp:term":[{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ami.advancedrenaleducation.com\/wparep\/emea\/wp-json\/wp\/v2\/tags?post=9157"},{"taxonomy":"tribe_events_cat","embeddable":true,"href":"https:\/\/ami.advancedrenaleducation.com\/wparep\/emea\/wp-json\/wp\/v2\/tribe_events_cat?post=9157"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}