{"id":14047,"date":"2024-07-02T10:58:45","date_gmt":"2024-07-02T10:58:45","guid":{"rendered":"https:\/\/dsrc.haifa.ac.il\/?page_id=14047"},"modified":"2024-07-02T12:10:50","modified_gmt":"2024-07-02T12:10:50","slug":"poster-day-2024-winner-first-award","status":"publish","type":"page","link":"https:\/\/dsrc.haifa.ac.il\/?page_id=14047","title":{"rendered":"Poster day 2024 &#8211; winner first award"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"14047\" class=\"elementor elementor-14047\" data-elementor-post-type=\"page\">\n\t\t\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-1288147 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"1288147\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-777a3d0\" data-id=\"777a3d0\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-281e1aa elementor-widget elementor-widget-heading\" data-id=\"281e1aa\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Tayma Ibrahem, Ragda Samnia, Zeky Mishakry - First Place<br>Advisor - Dr. Adir Solomon<br>Department of Information Systems<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-ff6c8b9 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"ff6c8b9\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-8fb1f61\" data-id=\"8fb1f61\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-2aa6789 elementor-widget elementor-widget-heading\" data-id=\"2aa6789\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Data-Driven Approach for Analyzing Infections\nin Prosthetic Breast Reconstructions\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-72679ff elementor-widget elementor-widget-text-editor\" data-id=\"72679ff\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h6 style=\"text-align: center;\">Tayma Ibrahem<sup>1<\/sup>; Ragda Samnia<sup>1<\/sup>; Zeky Misharky<sup>1 <\/sup>;Emad Khoury<sup>2<\/sup>; Dr. Adir Solomon<sup>1<br \/><\/sup><sup>1<\/sup>Department of Information Systems, University of Haifa, Haifa, Israel; <sup>2<\/sup>Bnai Zion Medical Center<\/h6>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7a57fc5 elementor-widget elementor-widget-text-editor\" data-id=\"7a57fc5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Infections following prosthetic breast reconstruction present significant challenges that can lead to breast loss, necessitating delayed reconstruction or even abandonment of reconstruction efforts. This retrospective study examines patients who underwent full mastectomy (either therapeutic or prophylactic) along with immediate alloplastic breast reconstruction. This work aims to identify risk factors for post-operative infections and evaluate the effectiveness of various treatment options.<\/p><p>Utilizing machine learning techniques, we develop a predictive model to identify patients at high risk of infection based on clinical and surgical parameters. These parameters include patient attributes such as age, body mass index (BMI), diabetes, smoking status, and exposure to radiation, as well as surgical details like the type of hospital and acellular dermal matrix. By analyzing these diverse factors, we provide a comprehensive understanding of the infection risks associated with different reconstruction methods.<\/p><p>The comparison between single-stage and two-stage reconstructions allows for the assessment of the outcomes of antibiotic treatment alone versus antibiotic treatment combined with implant replacement or removal. Additionally, we explore the impact of various treatment approaches on the rate of salvage for infected reconstructions, offering insights into the optimal management strategies.<\/p><p>Our data-driven approach not only aims to improve the prediction of infection risk but also to refine treatment protocols, ultimately contributing to the development of standardized guidelines that can enhance patient outcomes and reduce medical complications. By providing a detailed analysis of the factors influencing post-operative infections, this research offers valuable information for clinicians and helps in the formulation of targeted interventions to improve the success rates of prosthetic breast reconstructions.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-fd8003c elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"fd8003c\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-fe8e657\" data-id=\"fe8e657\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-fd6e66a elementor-widget elementor-widget-spacer\" data-id=\"fd6e66a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Tayma Ibrahem, Ragda Samnia, Zeky Mishakry &#8211; First PlaceAdvisor &#8211; Dr. Adir SolomonDepartment of Information Systems Data-Driven Approach for Analyzing Infections in Prosthetic Breast Reconstructions Tayma Ibrahem1; Ragda Samnia1; Zeky Misharky1 ;Emad Khoury2; Dr. Adir Solomon11Department of Information Systems, University of Haifa, Haifa, Israel; 2Bnai Zion Medical Center Infections following prosthetic breast reconstruction present significant [&hellip;]<\/p>\n","protected":false},"author":93,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"elementor_header_footer","meta":{"_acf_changed":false,"_eb_attr":"","footnotes":""},"class_list":["post-14047","page","type-page","status-publish","hentry","entry"],"acf":[],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 4.9.10 - aioseo.com -->\n\t<meta name=\"description\" content=\"Tayma Ibrahem, Ragda Samnia, Zeky Mishakry - First PlaceAdvisor - Dr. Adir SolomonDepartment of Information Systems Data-Driven Approach for Analyzing Infections in Prosthetic Breast Reconstructions Tayma Ibrahem1; Ragda Samnia1; Zeky Misharky1 ;Emad Khoury2; Dr. Adir Solomon11Department of Information Systems, University of Haifa, Haifa, Israel; 2Bnai Zion Medical Center Infections following prosthetic breast reconstruction present significant\" \/>\n\t<meta name=\"robots\" content=\"max-image-preview:large\" \/>\n\t<link rel=\"canonical\" href=\"https:\/\/dsrc.haifa.ac.il\/?page_id=14047\" \/>\n\t<meta name=\"generator\" content=\"All in One SEO (AIOSEO) 4.9.10\" \/>\n\t\t<meta property=\"og:locale\" content=\"en_US\" \/>\n\t\t<meta property=\"og:site_name\" content=\"Data Science Research Center - Data Science Research Center\" \/>\n\t\t<meta property=\"og:type\" content=\"article\" \/>\n\t\t<meta property=\"og:title\" content=\"Poster day 2024 \u2013 winner first award - Data Science Research Center\" \/>\n\t\t<meta property=\"og:description\" content=\"Tayma Ibrahem, Ragda Samnia, Zeky Mishakry - First PlaceAdvisor - Dr. Adir SolomonDepartment of Information Systems Data-Driven Approach for Analyzing Infections in Prosthetic Breast Reconstructions Tayma Ibrahem1; 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Dr. Adir Solomon11Department of Information Systems, University of Haifa, Haifa, Israel; 2Bnai Zion Medical Center Infections following prosthetic breast reconstruction present significant [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/dsrc.haifa.ac.il\/?page_id=14047\" \/>\n<meta property=\"og:site_name\" content=\"Data Science Research Center\" \/>\n<meta property=\"article:modified_time\" content=\"2024-07-02T12:10:50+00:00\" \/>\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:\\\/\\\/dsrc.haifa.ac.il\\\/?page_id=14047\",\"url\":\"https:\\\/\\\/dsrc.haifa.ac.il\\\/?page_id=14047\",\"name\":\"Poster day 2024 - winner first award - Data Science Research Center\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/dsrc.haifa.ac.il\\\/#website\"},\"datePublished\":\"2024-07-02T10:58:45+00:00\",\"dateModified\":\"2024-07-02T12:10:50+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/dsrc.haifa.ac.il\\\/?page_id=14047#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/dsrc.haifa.ac.il\\\/?page_id=14047\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/dsrc.haifa.ac.il\\\/?page_id=14047#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/dsrc.haifa.ac.il\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Poster day 2024 &#8211; 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First PlaceAdvisor &#8211; Dr. Adir SolomonDepartment of Information Systems Data-Driven Approach for Analyzing Infections in Prosthetic Breast Reconstructions Tayma Ibrahem1; Ragda Samnia1; Zeky Misharky1 ;Emad Khoury2; Dr. Adir Solomon11Department of Information Systems, University of Haifa, Haifa, Israel; 2Bnai Zion Medical Center Infections following prosthetic breast reconstruction present significant [&hellip;]","og_url":"https:\/\/dsrc.haifa.ac.il\/?page_id=14047","og_site_name":"Data Science Research Center","article_modified_time":"2024-07-02T12:10:50+00:00","twitter_card":"summary_large_image","twitter_misc":{"Est. reading time":"2 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/dsrc.haifa.ac.il\/?page_id=14047","url":"https:\/\/dsrc.haifa.ac.il\/?page_id=14047","name":"Poster day 2024 - winner first award - Data Science Research Center","isPartOf":{"@id":"https:\/\/dsrc.haifa.ac.il\/#website"},"datePublished":"2024-07-02T10:58:45+00:00","dateModified":"2024-07-02T12:10:50+00:00","breadcrumb":{"@id":"https:\/\/dsrc.haifa.ac.il\/?page_id=14047#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/dsrc.haifa.ac.il\/?page_id=14047"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/dsrc.haifa.ac.il\/?page_id=14047#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/dsrc.haifa.ac.il\/"},{"@type":"ListItem","position":2,"name":"Poster day 2024 &#8211; 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