{"id":9772,"date":"2022-08-30T16:33:11","date_gmt":"2022-08-30T13:33:11","guid":{"rendered":"http:\/\/icb.sci.uth.gr\/?page_id=9772"},"modified":"2024-05-16T17:03:05","modified_gmt":"2024-05-16T14:03:05","slug":"analysis-and-development-of-large-scale-data-in-medicine-and-biology","status":"publish","type":"page","link":"http:\/\/icb.sci.uth.gr\/?page_id=9772&lang=en","title":{"rendered":"LARGE-SCALE DATA ANALYSIS AND MINING IN MEDICINE AND BIOLOGY"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"9772\" class=\"elementor elementor-9772 elementor-958\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-43cafc9e elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"43cafc9e\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-wider\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-468aae2e\" data-id=\"468aae2e\" 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-5ec302b8 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"5ec302b8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1f571526 elementor-widget elementor-widget-text-editor\" data-id=\"1f571526\" 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><span style=\"font-family: 'Open Sans', sans-serif;\">LARGE-SCALE DATA ANALYSIS AND MINING IN MEDICINE AND BIOLOGY<\/span><\/p>\n\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-16b3b7d3 elementor-widget elementor-widget-text-editor\" data-id=\"16b3b7d3\" 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>A&#8217; Semester<br \/>7.5 ECTS<\/p>\n\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-30d22ee5 elementor-widget elementor-widget-text-editor\" data-id=\"30d22ee5\" 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>Coordinator:&nbsp;<br \/>Plagianakos Vassilios<\/p>\n\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-767bd0cc elementor-widget elementor-widget-text-editor\" data-id=\"767bd0cc\" 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>Teachers:<br \/><a href=\"http:\/\/dib.uth.gr\/?personnel=vpp\" target=\"_blank\" rel=\"noopener\" data-wplink-edit=\"true\">Plagianakos Vassilios<\/a>, <a href=\"http:\/\/dib.uth.gr\/?personnel=stasoulis\" target=\"_blank\" rel=\"noopener\" data-wplink-edit=\"true\">\u03a4asoulis Sotirios<\/a>, <a href=\"http:\/\/dib.uth.gr\/?personnel=sgeorgakopoulos\" target=\"_blank\" rel=\"noopener\">Georgakopoulos Spyridon<\/a>, <a href=\"http:\/\/dib.uth.gr\/?personnel=%CE%92%CF%81%CE%B1%CF%87%CE%AC%CF%84%CE%B7%CF%82-%CE%86%CF%81%CE%B7%CF%82\" target=\"_blank\" rel=\"noopener\">Aristidis Vrachatis<\/a>, Barbas Petros, Anagnostou Panagiotis.<\/p>\n\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-51d454ae elementor-widget elementor-widget-text-editor\" data-id=\"51d454ae\" 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>Click on the attachment to view or download the course outline.<br \/><a href=\"http:\/\/icb.sci.uth.gr\/wp-content\/uploads\/2023\/03\/%CE%91%CE%9D%CE%91%CE%9B%CE%A5%CE%A3%CE%97-%CE%9A%CE%91%CE%99-%CE%95%CE%9E%CE%9F%CE%A1%CE%A5%CE%9E%CE%97-%CE%94%CE%95%CE%94%CE%9F%CE%9C%CE%95%CE%9D%CE%A9%CE%9D.pdf\" target=\"_blank\" rel=\"noopener\">Analysis and Mining of Large-Scale Data in Medicine and Biology<\/a><\/p>\n\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-468b0c6c elementor-button-info elementor-align-justify elementor-widget elementor-widget-button\" data-id=\"468b0c6c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-size-md\" role=\"button\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">vpp[a]dib.uth.gr<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\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-52838504 elementor-button-info elementor-align-justify elementor-widget elementor-widget-button\" data-id=\"52838504\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-md\" href=\"http:\/\/dib.uth.gr\/?personnel=vpp\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Curriculum vitae.<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\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-525f6f08 elementor-button-info elementor-align-justify elementor-widget elementor-widget-button\" data-id=\"525f6f08\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-md\" href=\"https:\/\/eclass.uth.gr\/courses\/DIB_P_102\/\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">e-class<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\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<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-2821db00\" data-id=\"2821db00\" 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-65b58a1e elementor-widget elementor-widget-text-editor\" data-id=\"65b58a1e\" 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><u style=\"font-family: 'Open Sans', sans-serif;\"><br \/><\/u><u style=\"font-family: 'Open Sans', sans-serif;\">Description.<\/u><u style=\"font-family: 'Open Sans', sans-serif;\"><br \/><\/u><\/p>\n<p><span style=\"font-family: 'Open Sans', sans-serif; text-align: left;\">Large-scale data analysis and mining has attracted the interest of many researchers in recent years, having emerged as one of the key intersections of computer science. The purpose of data mining is to find correlations and extract patterns that may exist in large-scale data so that they can efficiently solve a problem. In this course we will deal with the extraction of patterns from large-scale data from medicine and biology, studying modern algorithms and techniques. We will talk about clustering methods also known as unsupervised learning methods and dimension reduction methods for multidimensional data. In addition, methods of data visualization will be studied in order to draw useful conclusions. The methods and algorithms that will be studied include, apart from the well-known k-means algorithm, hierarchical algorithms and density algorithms for the purpose of data clustering. Modern data dimension reduction and visualization algorithms (s-SNE, probabilistic PCA, etc.). <\/span><\/p>\n<p><span style=\"font-family: Open Sans, sans-serif;\"><u>Bibliography:<\/u> <br \/><\/span><span style=\"font-family: 'Open Sans', sans-serif; text-align: left;\">1. Data Mining, Introductory and Advanced Topics in Data Mining, Margaret H. Dunham, &#8220;NEW TECHNOLOGIES PUBLISHING COMPANY&#8221;, 1\/2004, ATHENS, 395<\/span> <br style=\"font-family: 'Open Sans', sans-serif; text-align: left;\"><span style=\"font-family: 'Open Sans', sans-serif; text-align: left;\">2. Introduction to Data Mining and Data Warehouses, Al. Nanopoulos &#8211; C. Manolopoulos, &#8220;NEON TECHNOLOGIES PUBLISHING SOCIAL COMPANY&#8221;, 1\/2008, ATHENS, 3079<\/span><br style=\"font-family: 'Open Sans', sans-serif; text-align: left;\"><span style=\"font-family: 'Open Sans', sans-serif; text-align: left;\">3. DATA DEVELOPMENT AND ANALYSIS: BASIC CONCEPTS AND ALTERNATIVES, MOHAMMED J. ZAKI, WAGNER MEIRA JR., KEIDARITHMOS PUBLISHINGS LTD, 1\/2017, ATHENS, 68386089 <\/span><br style=\"font-family: 'Open Sans', sans-serif; text-align: left;\"><span style=\"font-family: 'Open Sans', sans-serif; text-align: left;\">4. \u0395\u03b9\u03c3\u03b1\u03b3\u03c9\u03b3\u03ae \u03c3\u03c4\u03b7\u03bd \u03b5\u03be\u03cc\u03c1\u03c5\u03be\u03b7 \u03b4\u03b5\u03b4\u03bf\u03bc\u03ad\u03bd\u03c9\u03bd, Tan Pang &#8211; Ning,Steinbach Michael,Kumar Vipin, \u0395\u039a\u0394\u039f\u03a3\u0395\u0399\u03a3 \u0391. \u03a4\u0396\u0399\u039f\u039b\u0391 &amp; \u03a5\u0399\u039f\u0399 \u0391.\u0395., 1\u03b7 \u03ad\u03ba\u03b4.\/2010, \u0398\u0395\u03a3\/\u039d\u0399\u039a\u0397, 18549105 -Hastie, T., Tibshirani, R. and Friedman, J. (2011) \u2018The Elements of Statistical Learning: Data Mining, Inference, and Prediction\u2019 Springer, Second Edition, 5th printing ISBN: 9780387848570.<\/span><span style=\"font-family: Open Sans, sans-serif;\"><br \/><\/span><\/p><\/p>\n\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 class=\"elementor-section elementor-top-section elementor-element elementor-element-1366d27e elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"1366d27e\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&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-33 elementor-top-column elementor-element elementor-element-386ed03\" data-id=\"386ed03\" 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-3b5896f6 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"3b5896f6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"\">\n\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-book\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">eclass<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/eudoxus.gr\/\">\n\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-book-open\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">EUDOXUS<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/it.uth.gr\/services\/eikoniko-idiotiko-diktyo-vpn\">\n\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-network-wired\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">VPN<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/webmail.uth.gr\/login.php\">\n\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-mail-bulk\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Webmail UTH<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"http:\/\/erasmus.uth.gr\/gr\/\">\n\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-people-arrows\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">ERASMUS<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/academicid.minedu.gov.gr\/\">\n\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"far fa-id-card\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">\u0391\u03ba\u03b1\u03b4\u03b7\u03bc\u03b1\u03ca\u03ba\u03ae \u03a4\u03b1\u03c5\u03c4\u03cc\u03c4\u03b7\u03c4\u03b1<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\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<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-6249d68c\" data-id=\"6249d68c\" 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-3af21a20 elementor-align-start elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"3af21a20\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-map-marker-alt\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">PAPASIOPOULOU 2-4, LAMIA.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-phone\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\"><b><span style=\"font-size:12.0pt;font-family:\">Secretariat of the MSc Programme:<\/span><\/b><span style=\"font-size:12.0pt;font-family:\"> 3rd<\/span><span style=\"font-size:12.0pt;font-family:\">klm. P.\u0395.\u039f. Lamia - Athens, 35100, Lamia,<\/span><br><span style=\"font-size:12.0pt;font-family:\">Tel:\n22310 \u2013 60225 60226&lt;\/span<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-envelope\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\"><span style=\"font-size:12.0pt;font-family:\">icb [at] dib.uth.gr <\/span><\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\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<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-3e08de0f\" data-id=\"3e08de0f\" 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-6ac46347 gallery-spacing-custom elementor-widget elementor-widget-image-gallery\" data-id=\"6ac46347\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image-gallery.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-image-gallery\">\n\t\t\t<div id='gallery-1' class='gallery galleryid-9772 gallery-columns-1 gallery-size-thumbnail'><figure class='gallery-item'>\n\t\t\t<div class='gallery-icon landscape'>\n\t\t\t\t<a data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-slideshow=\"6ac46347\" data-elementor-lightbox-title=\"Untitled\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6NTE1OCwidXJsIjoiaHR0cDpcL1wvaWNiLnNjaS51dGguZ3JcL3dwLWNvbnRlbnRcL3VwbG9hZHNcLzIwMjJcLzEyXC9VbnRpdGxlZC5wbmciLCJzbGlkZXNob3ciOiI2YWM0NjM0NyJ9\" href='http:\/\/icb.sci.uth.gr\/wp-content\/uploads\/2022\/12\/Untitled.png'><img decoding=\"async\" width=\"150\" height=\"150\" src=\"http:\/\/icb.sci.uth.gr\/wp-content\/uploads\/2022\/12\/Untitled-150x150.png\" class=\"attachment-thumbnail size-thumbnail\" alt=\"\" srcset=\"http:\/\/icb.sci.uth.gr\/wp-content\/uploads\/2022\/12\/Untitled-150x150.png 150w, http:\/\/icb.sci.uth.gr\/wp-content\/uploads\/2022\/12\/Untitled-300x300.png 300w, http:\/\/icb.sci.uth.gr\/wp-content\/uploads\/2022\/12\/Untitled.png 588w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a>\n\t\t\t<\/div><\/figure>\n\t\t<\/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>LARGE-SCALE DATA ANALYSIS AND MINING IN MEDICINE AND BIOLOGY A&#8217; Semester7.5 ECTS Coordinator:&nbsp;Plagianakos Vassilios Teachers:Plagianakos&#8230;<\/p>\n<div class=\"visionwp-site-button\"><a href=\"http:\/\/icb.sci.uth.gr\/?page_id=9772&#038;lang=en\" class=\"visionwp-primary-button\">Read More <i class=\"fa fa-long-arrow-right\"><\/i><\/a><\/div>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"content-type":"","footnotes":""},"class_list":["post-9772","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"http:\/\/icb.sci.uth.gr\/index.php?rest_route=\/wp\/v2\/pages\/9772","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/icb.sci.uth.gr\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"http:\/\/icb.sci.uth.gr\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"http:\/\/icb.sci.uth.gr\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/icb.sci.uth.gr\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=9772"}],"version-history":[{"count":6,"href":"http:\/\/icb.sci.uth.gr\/index.php?rest_route=\/wp\/v2\/pages\/9772\/revisions"}],"predecessor-version":[{"id":10200,"href":"http:\/\/icb.sci.uth.gr\/index.php?rest_route=\/wp\/v2\/pages\/9772\/revisions\/10200"}],"wp:attachment":[{"href":"http:\/\/icb.sci.uth.gr\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=9772"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}