  {"id":16045,"date":"2026-01-06T15:41:33","date_gmt":"2026-01-06T07:41:33","guid":{"rendered":"https:\/\/www.ukm.my\/inbiosis\/?page_id=16045"},"modified":"2026-01-06T17:35:47","modified_gmt":"2026-01-06T09:35:47","slug":"imagej-workshop-2026","status":"publish","type":"page","link":"https:\/\/www.ukm.my\/inbiosis\/en\/imagej-workshop-2026\/","title":{"rendered":"INBIOSIS Workshop Series 2026 &#8211; ImageJ and Machine Learning Basics"},"content":{"rendered":"<div id=\"pl-16045\"  class=\"panel-layout\" ><div id=\"pg-16045-0\"  class=\"panel-grid panel-has-style\" ><div class=\"siteorigin-panels-stretch panel-row-style panel-row-style-for-16045-0\" data-stretch-type=\"full-width-stretch\" ><div id=\"pgc-16045-0-0\"  class=\"panel-grid-cell\" ><div id=\"panel-16045-0-0-0\" class=\"so-panel widget widget_sow-hero panel-first-child panel-last-child\" data-index=\"0\" ><div\n\t\t\t\n\t\t\tclass=\"so-widget-sow-hero so-widget-sow-hero-default-38c68362cf65-16045 so-widget-fittext-wrapper\"\n\t\t\t data-fit-text-compressor=\"0.85\"\n\t\t>\t\t\t\t<div class=\"sow-slider-base\" style=\"display: none\" tabindex=\"0\">\n\t\t\t\t\t<ul\n\t\t\t\t\tclass=\"sow-slider-images\"\n\t\t\t\t\tdata-settings=\"{&quot;pagination&quot;:true,&quot;speed&quot;:800,&quot;timeout&quot;:8000,&quot;paused&quot;:false,&quot;pause_on_hover&quot;:false,&quot;swipe&quot;:true,&quot;nav_always_show_desktop&quot;:&quot;&quot;,&quot;nav_always_show_mobile&quot;:&quot;&quot;,&quot;breakpoint&quot;:&quot;780px&quot;,&quot;unmute&quot;:false,&quot;anchor&quot;:null}\"\n\t\t\t\t\t\t\t\t\t\tdata-anchor-id=\"\"\n\t\t\t\t>\t\t<li class=\"sow-slider-image  sow-slider-image-cover\" style=\"visibility: visible;;background-color: #333333\" >\n\t\t\t\t\t<div class=\"sow-slider-image-container\">\n\t\t\t<div class=\"sow-slider-image-wrapper\">\n\t\t\t\t<h3 style=\"text-align: center\">\u201cImageJ\u201d and \u201cMachine Learning Basics &amp; Biomarker Analysis using MetaboAnalyst \u201d<\/h3>\n<p style=\"text-align: center\">Date : 3 February 2025 (Tuesday)<\/p>\n<p style=\"text-align: center\">Venue : INBIOSIS 每日大赛app (On-site only)<\/p>\n<p style=\"text-align: center\">Speakers : Assoc. Prof. Dr. Ku Kang Mo (Visiting Associate Professor, INBIOSIS 每日大赛app)<\/p>\n<p>&nbsp;<\/p>\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t<div class=\"sow-slider-image-overlay sow-slider-image-cover\" style=\"opacity: 0.5;background-image: url(https:\/\/www.ukm.my\/inbiosis\/wp-content\/uploads\/2022\/01\/abstract-background-with-low-poly-design-2-1-scaled.jpg)\"  ><\/div>\t\t<\/li>\n\t\t<\/ul>\t\t\t\t<ol class=\"sow-slider-pagination\">\n\t\t\t\t\t\t\t\t\t\t\t<li><a href=\"#\" data-goto=\"0\" aria-label=\"Display slide 1\"><\/a><\/li>\n\t\t\t\t\t\t\t\t\t<\/ol>\n\n\t\t\t\t<div class=\"sow-slide-nav sow-slide-nav-next\">\n\t\t\t\t\t<a href=\"#\" data-goto=\"next\" aria-label=\"Next slide\" data-action=\"next\">\n\t\t\t\t\t\t<em class=\"sow-sld-icon-thin-right\"><\/em>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\n\t\t\t\t<div class=\"sow-slide-nav sow-slide-nav-prev\">\n\t\t\t\t\t<a href=\"#\" data-goto=\"previous\" aria-label=\"Previous slide\" data-action=\"prev\">\n\t\t\t\t\t\t<em class=\"sow-sld-icon-thin-left\"><\/em>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div><\/div><\/div><\/div><\/div><\/div><div id=\"pg-16045-1\"  class=\"panel-grid panel-has-style\" ><div class=\"siteorigin-panels-stretch panel-row-style panel-row-style-for-16045-1\" id=\"services\" data-stretch-type=\"full\" ><div id=\"pgc-16045-1-0\"  class=\"panel-grid-cell\" ><div id=\"panel-16045-1-0-0\" class=\"so-panel widget widget_sow-image panel-first-child panel-last-child\" data-index=\"1\" ><div\n\t\t\t\n\t\t\tclass=\"so-widget-sow-image so-widget-sow-image-default-8b5b6f678277-16045\"\n\t\t\t data-overlay-enabled=\"1\" data-overlay-settings=\"{&quot;enabled_for_widgets&quot;:[&quot;sow-image&quot;,&quot;sow-image-grid&quot;,&quot;sow-simple-masonry&quot;],&quot;theme&quot;:&quot;&quot;,&quot;show_delay&quot;:300,&quot;overlay_color&quot;:&quot;#000000&quot;,&quot;overlay_opacity&quot;:0.8,&quot;overlay_position&quot;:&quot;bottom&quot;,&quot;overlay_size&quot;:0.3,&quot;desktop_show_trigger&quot;:&quot;hover&quot;,&quot;touch_show_trigger&quot;:&quot;touch&quot;,&quot;responsive_breakpoint&quot;:&quot;1024px&quot;,&quot;responsive_breakpoint_unit&quot;:&quot;px&quot;,&quot;overlay_animation&quot;:&quot;fade&quot;,&quot;overlay_animation_onscreen&quot;:false,&quot;font_family&quot;:&quot;&quot;,&quot;text_size&quot;:&quot;15px&quot;,&quot;text_size_unit&quot;:&quot;px&quot;,&quot;text_color&quot;:&quot;#fff&quot;,&quot;text_padding&quot;:&quot;22px 22px 22px 22px&quot;,&quot;text_position&quot;:&quot;middle&quot;,&quot;text_align&quot;:&quot;left&quot;,&quot;text_animation&quot;:&quot;&quot;}\"\n\t\t>\n<div class=\"sow-image-container\">\n\t\t<img \n\tsrc=\"https:\/\/www.ukm.my\/inbiosis\/wp-content\/uploads\/2026\/01\/INBIOSIS-Workshop-Series-2026-06012026.png\" width=\"1080\" height=\"1350\" srcset=\"https:\/\/www.ukm.my\/inbiosis\/wp-content\/uploads\/2026\/01\/INBIOSIS-Workshop-Series-2026-06012026.png 1080w, https:\/\/www.ukm.my\/inbiosis\/wp-content\/uploads\/2026\/01\/INBIOSIS-Workshop-Series-2026-06012026-240x300.png 240w, https:\/\/www.ukm.my\/inbiosis\/wp-content\/uploads\/2026\/01\/INBIOSIS-Workshop-Series-2026-06012026-819x1024.png 819w, https:\/\/www.ukm.my\/inbiosis\/wp-content\/uploads\/2026\/01\/INBIOSIS-Workshop-Series-2026-06012026-768x960.png 768w\" sizes=\"(max-width: 1080px) 100vw, 1080px\" alt=\"\" \t\tclass=\"so-widget-image\"\/>\n\t<\/div>\n\n<\/div><\/div><\/div><div id=\"pgc-16045-1-1\"  class=\"panel-grid-cell\" ><div id=\"panel-16045-1-1-0\" class=\"so-panel widget widget_sow-headline panel-first-child\" data-index=\"2\" ><div\n\t\t\t\n\t\t\tclass=\"so-widget-sow-headline so-widget-sow-headline-default-d993567b3846-16045 so-widget-fittext-wrapper\"\n\t\t\t data-fit-text-compressor=\"0.85\"\n\t\t><div class=\"sow-headline-container \">\n\t\t\t\t\t\t\t<h1 class=\"sow-headline\">\n\t\t\t\t\t\tWho Should Attend\t\t\t\t\t\t<\/h1>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"decoration\">\n\t\t\t\t\t\t<div class=\"decoration-inside\"><\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n<\/div><\/div><div id=\"panel-16045-1-1-1\" class=\"so-panel widget widget_sow-editor\" data-index=\"3\" ><div\n\t\t\t\n\t\t\tclass=\"so-widget-sow-editor so-widget-sow-editor-base\"\n\t\t\t\n\t\t>\n<div class=\"siteorigin-widget-tinymce textwidget\">\n\t<h4>Postgraduate students (Master and PhD students), Post Doctorate, Academicians and Researchers (Government and non-government institution)<\/h4>\n<\/div>\n<\/div><\/div><div id=\"panel-16045-1-1-2\" class=\"so-panel widget widget_sow-headline\" data-index=\"4\" ><div\n\t\t\t\n\t\t\tclass=\"so-widget-sow-headline so-widget-sow-headline-default-d993567b3846-16045 so-widget-fittext-wrapper\"\n\t\t\t data-fit-text-compressor=\"0.85\"\n\t\t><div class=\"sow-headline-container \">\n\t\t\t\t\t\t\t<h1 class=\"sow-headline\">\n\t\t\t\t\t\tFees\t\t\t\t\t\t<\/h1>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"decoration\">\n\t\t\t\t\t\t<div class=\"decoration-inside\"><\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n<\/div><\/div><div id=\"panel-16045-1-1-3\" class=\"so-panel widget widget_sow-editor panel-last-child\" data-index=\"5\" ><div\n\t\t\t\n\t\t\tclass=\"so-widget-sow-editor so-widget-sow-editor-base\"\n\t\t\t\n\t\t>\n<div class=\"siteorigin-widget-tinymce textwidget\">\n\t<table style=\"border-collapse: collapse; width: 100%;\" border=\"1\">\n<tbody>\n<tr>\n<td style=\"width: 33.3333%;\">\n<h4><strong>Type<\/strong><\/h4>\n<\/td>\n<td style=\"width: 33.3333%;\">\n<h4><strong>Price<\/strong><\/h4>\n<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 33.3333%;\">\n<h4><strong>INBIOSIS Member<\/strong><\/h4>\n<\/td>\n<td style=\"width: 33.3333%;\">\n<h4>Free<\/h4>\n<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 33.3333%;\">\n<h4><strong>Non INBIOSIS Member<\/strong><\/h4>\n<\/td>\n<td style=\"width: 33.3333%;\">\n<h4>RM 50<\/h4>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/div><\/div><\/div><\/div><\/div><div id=\"pg-16045-2\"  class=\"panel-grid panel-has-style\" ><div class=\"siteorigin-panels-stretch panel-row-style panel-row-style-for-16045-2\" id=\"services\" data-stretch-type=\"full\" ><div id=\"pgc-16045-2-0\"  class=\"panel-grid-cell\" ><div id=\"panel-16045-2-0-0\" class=\"so-panel widget widget_sow-headline panel-first-child\" data-index=\"6\" ><div\n\t\t\t\n\t\t\tclass=\"so-widget-sow-headline so-widget-sow-headline-default-d993567b3846-16045 so-widget-fittext-wrapper\"\n\t\t\t data-fit-text-compressor=\"0.85\"\n\t\t><div class=\"sow-headline-container \">\n\t\t\t\t\t\t\t<h1 class=\"sow-headline\">\n\t\t\t\t\t\tWorkshop Highlights\t\t\t\t\t\t<\/h1>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"decoration\">\n\t\t\t\t\t\t<div class=\"decoration-inside\"><\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n<\/div><\/div><div id=\"panel-16045-2-0-1\" class=\"so-panel widget widget_sow-editor panel-last-child\" data-index=\"7\" ><div\n\t\t\t\n\t\t\tclass=\"so-widget-sow-editor so-widget-sow-editor-base\"\n\t\t\t\n\t\t>\n<div class=\"siteorigin-widget-tinymce textwidget\">\n\t<ul>\n<li>\n<h4><span class=\"a_GcMg font-feature-liga-off font-feature-clig-off font-feature-calt-off text-decoration-none text-strikethrough-none\">Provide exposure and basic understanding of the concepts and functions of ImageJ software in scientific image analysis.<\/span><\/h4>\n<\/li>\n<li>\n<h4><span class=\"a_GcMg font-feature-liga-off font-feature-clig-off font-feature-calt-off text-decoration-none text-strikethrough-none\">Improve participants' practical skills in processing, measuring and interpreting image data systematically and in a standardized manner.<\/span><\/h4>\n<\/li>\n<li>\n<h4><span class=\"a_GcMg font-feature-liga-off font-feature-clig-off font-feature-calt-off text-decoration-none text-strikethrough-none\">Provide basic understanding of Machine Learning concepts and their applications in biological and medical data analysis.<\/span><\/h4>\n<\/li>\n<li>\n<h4><span class=\"a_GcMg font-feature-liga-off font-feature-clig-off font-feature-calt-off text-decoration-none text-strikethrough-none\">Train participants in using MetaboAnalyst software for the purpose of metabolomic data analysis and biomarker identification.<\/span><\/h4>\n<\/li>\n<li>\n<h4><span class=\"a_GcMg font-feature-liga-off font-feature-clig-off font-feature-calt-off text-decoration-none text-strikethrough-none\">Improve participants' ability to interpret data analysis results scientifically and with integrity.<\/span><\/h4>\n<\/li>\n<li>\n<h4><span class=\"a_GcMg font-feature-liga-off font-feature-clig-off font-feature-calt-off text-decoration-none text-strikethrough-none\">Support the improvement of research quality, technical report writing and scientific publications.<\/span><\/h4>\n<\/li>\n<\/ul>\n<\/div>\n<\/div><\/div><\/div><\/div><\/div><div id=\"pg-16045-3\"  class=\"panel-grid panel-has-style\" ><div class=\"siteorigin-panels-stretch panel-row-style panel-row-style-for-16045-3\" id=\"work\" data-stretch-type=\"full\" ><div id=\"pgc-16045-3-0\"  class=\"panel-grid-cell\" ><div id=\"panel-16045-3-0-0\" class=\"so-panel widget widget_sow-headline panel-first-child panel-last-child\" data-index=\"8\" ><div\n\t\t\t\n\t\t\tclass=\"so-widget-sow-headline so-widget-sow-headline-default-d993567b3846-16045\"\n\t\t\t\n\t\t><div class=\"sow-headline-container \">\n\t\t\t\t\t\t\t<h1 class=\"sow-headline\">\n\t\t\t\t\t\tOur Speaker\t\t\t\t\t\t<\/h1>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"decoration\">\n\t\t\t\t\t\t<div class=\"decoration-inside\"><\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n<\/div><\/div><\/div><\/div><\/div><div id=\"pg-16045-4\"  class=\"panel-grid panel-has-style\" ><div class=\"siteorigin-panels-stretch panel-row-style panel-row-style-for-16045-4\" id=\"work\" data-stretch-type=\"full\" ><div id=\"pgc-16045-4-0\"  class=\"panel-grid-cell\" ><div id=\"panel-16045-4-0-0\" class=\"so-panel widget widget_sow-image panel-first-child panel-last-child\" data-index=\"9\" ><div\n\t\t\t\n\t\t\tclass=\"so-widget-sow-image so-widget-sow-image-default-8b5b6f678277-16045\"\n\t\t\t data-overlay-enabled=\"1\" data-overlay-settings=\"{&quot;enabled_for_widgets&quot;:[&quot;sow-image&quot;,&quot;sow-image-grid&quot;,&quot;sow-simple-masonry&quot;],&quot;theme&quot;:&quot;&quot;,&quot;show_delay&quot;:300,&quot;overlay_color&quot;:&quot;#000000&quot;,&quot;overlay_opacity&quot;:0.8,&quot;overlay_position&quot;:&quot;bottom&quot;,&quot;overlay_size&quot;:0.3,&quot;desktop_show_trigger&quot;:&quot;hover&quot;,&quot;touch_show_trigger&quot;:&quot;touch&quot;,&quot;responsive_breakpoint&quot;:&quot;1024px&quot;,&quot;responsive_breakpoint_unit&quot;:&quot;px&quot;,&quot;overlay_animation&quot;:&quot;fade&quot;,&quot;overlay_animation_onscreen&quot;:false,&quot;font_family&quot;:&quot;&quot;,&quot;text_size&quot;:&quot;15px&quot;,&quot;text_size_unit&quot;:&quot;px&quot;,&quot;text_color&quot;:&quot;#fff&quot;,&quot;text_padding&quot;:&quot;22px 22px 22px 22px&quot;,&quot;text_position&quot;:&quot;middle&quot;,&quot;text_align&quot;:&quot;left&quot;,&quot;text_animation&quot;:&quot;&quot;}\"\n\t\t>\n<div class=\"sow-image-container\">\n\t\t<img \n\tsrc=\"https:\/\/www.ukm.my\/inbiosis\/wp-content\/uploads\/2026\/01\/kang-mo-ku-300x300.png\" width=\"300\" height=\"300\" srcset=\"https:\/\/www.ukm.my\/inbiosis\/wp-content\/uploads\/2026\/01\/kang-mo-ku-300x300.png 300w, https:\/\/www.ukm.my\/inbiosis\/wp-content\/uploads\/2026\/01\/kang-mo-ku-1024x1020.png 1024w, https:\/\/www.ukm.my\/inbiosis\/wp-content\/uploads\/2026\/01\/kang-mo-ku-150x150.png 150w, https:\/\/www.ukm.my\/inbiosis\/wp-content\/uploads\/2026\/01\/kang-mo-ku-768x765.png 768w, https:\/\/www.ukm.my\/inbiosis\/wp-content\/uploads\/2026\/01\/kang-mo-ku.png 1036w\" sizes=\"(max-width: 300px) 100vw, 300px\" alt=\"\" \t\tclass=\"so-widget-image\"\/>\n\t<\/div>\n\n<\/div><\/div><\/div><div id=\"pgc-16045-4-1\"  class=\"panel-grid-cell\" ><div id=\"panel-16045-4-1-0\" class=\"so-panel widget widget_sow-editor panel-first-child panel-last-child\" data-index=\"10\" ><div\n\t\t\t\n\t\t\tclass=\"so-widget-sow-editor so-widget-sow-editor-base\"\n\t\t\t\n\t\t>\n<div class=\"siteorigin-widget-tinymce textwidget\">\n\t<ul style=\"list-style-type: circle;\">\n<li style=\"text-align: justify;\">\n<h4>Dr. Kang-Mo Ku is an Associate Professor in the Department of Plant Biotechnology at Korea University. He received his Ph.D. in Crop Sciences from the University of Illinois at Urbana-Champaign in 2013, following an M.S. and B.S. in Horticulture and Agricultural Science, respectively, from Kyungpook National University in South Korea. Dr. Ku\u2019s research focuses on improving the quality, safety, and health promoting properties of horticultural crops through metabolomics, postharvest physiology, and controlled cultivation systems. He has over 90 peer-reviewed publications in leading journals such as Postharvest Biology and Technology, Food Chemistry, and Journal of Agricultural and Food Chemistry. His work integrates advanced omics tools\u2014including LC-MS, GC-MS, and multivariate analysis\u2014to understand biochemical changes in crops under pre- and postharvest conditions. He began his academic career as a postdoctoral associate at the University of Illinois, where he investigated glucosinolate biosynthesis in broccoli and other Brassica vegetables. He then held faculty positions at West Virginia University and Chonnam National University before joining Korea University in 2022. His recent research includes VOC-based freshness prediction, glucosinolate-derived bioactive compound profiling, and the application of agrivoltaics in sustainable crop production. Dr. Ku was awarded the 2025 Minister\u2019s Award from the Ministry of Science and ICT and was selected among the \u201c2024 Korea\u2019s Top 100 National R&amp;D Achievements.\u201d He also serves as an associate editor for Frontiers in Plant Science and the Korean Journal of Plant Resources, and as a board member of the Korean Society for Horticultural Science. Through international collaborations, education programs, and industrial partnerships, Dr. Ku aims to bridge fundamental plant science with practical applications in agriculture, food, and health sectors. Currently, he is appointed as the Visiting Associate Professor in INBIOSIS.<\/h4>\n<\/li>\n<\/ul>\n<ul>\n<li style=\"list-style-type: none;\"><\/li>\n<\/ul>\n<\/div>\n<\/div><\/div><\/div><\/div><\/div><div id=\"pg-16045-5\"  class=\"panel-grid panel-has-style\" ><div class=\"siteorigin-panels-stretch panel-row-style panel-row-style-for-16045-5\" id=\"services\" data-stretch-type=\"full\" ><div id=\"pgc-16045-5-0\"  class=\"panel-grid-cell\" ><div id=\"panel-16045-5-0-0\" class=\"so-panel widget widget_sow-headline panel-first-child\" data-index=\"11\" ><div class=\"panel-widget-style panel-widget-style-for-16045-5-0-0\" ><div\n\t\t\t\n\t\t\tclass=\"so-widget-sow-headline so-widget-sow-headline-default-d993567b3846-16045 so-widget-fittext-wrapper\"\n\t\t\t data-fit-text-compressor=\"0.85\"\n\t\t><div class=\"sow-headline-container \">\n\t\t\t\t\t\t\t<h1 class=\"sow-headline\">\n\t\t\t\t\t\tProgramme\t\t\t\t\t\t<\/h1>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"decoration\">\n\t\t\t\t\t\t<div class=\"decoration-inside\"><\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n<\/div><\/div><\/div><div id=\"panel-16045-5-0-1\" class=\"so-panel widget widget_sow-editor\" data-index=\"12\" ><div class=\"panel-widget-style panel-widget-style-for-16045-5-0-1\" ><div\n\t\t\t\n\t\t\tclass=\"so-widget-sow-editor so-widget-sow-editor-base\"\n\t\t\t\n\t\t>\n<div class=\"siteorigin-widget-tinymce textwidget\">\n\t<p style=\"text-align: center;\"><strong>3rd February 2026 (Tuesday)<br \/>\nMorning Session - ImageJ<\/strong><\/p>\n<table class=\"aligncenter\" style=\"width: 100%; border-collapse: collapse;\" border=\"1\">\n<tbody>\n<tr style=\"height: 24px; background-color: #d4d4cb;\">\n<td style=\"width: 6.5465%; height: 23px; padding-left: 10px; text-align: center;\"><strong>Time<\/strong><\/td>\n<td style=\"width: 25.6126%; height: 23px; padding-left: 10px; text-align: center;\"><strong>Activity<\/strong><\/td>\n<td style=\"width: 12.4896%; padding-left: 10px; text-align: center;\"><strong>Trainer<\/strong><\/td>\n<\/tr>\n<tr style=\"height: 24px;\">\n<td style=\"width: 6.5465%; height: 24px; padding-left: 10px; text-align: center;\">8.45 am<\/td>\n<td style=\"width: 25.6126%; height: 24px; padding-left: 10px;\">Registration<\/td>\n<td style=\"width: 12.4896%; padding-left: 10px;\"><\/td>\n<\/tr>\n<tr style=\"height: 24px;\">\n<td style=\"width: 6.5465%; height: 24px; padding-left: 10px; text-align: center;\">9.00 am<\/td>\n<td style=\"width: 25.6126%; height: 24px; padding-left: 10px;\">Opening speech<\/td>\n<td style=\"width: 12.4896%; padding-left: 10px;\">Prof. Dr. Syarul Nataqain Baharum [Director of INBIOSIS]<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 6.5465%; padding-left: 10px; text-align: center;\">9.15 am<\/td>\n<td style=\"width: 25.6126%; padding-left: 10px;\"><strong>Introduction to ImageJ and Its Tools<\/strong><br \/>\n\u2022 Overview of ImageJ<br \/>\n\u2022 Examples of applications in research<br \/>\n\u2022 Introduction to basic tools and functions<\/td>\n<td style=\"width: 12.4896%; padding-left: 10px;\">Assoc. Prof. Dr. Ku Kang Mo<\/td>\n<\/tr>\n<tr style=\"height: 24px;\">\n<td style=\"width: 6.5465%; height: 24px; padding-left: 10px; text-align: center;\">9.30 am<\/td>\n<td style=\"width: 25.6126%; height: 24px; padding-left: 10px;\"><strong>Length Measurement &amp; Adding Scale Bar<\/strong> (Low difficulty)<br \/>\n\u2022 Length measurement techniques<br \/>\n\u2022 Setting image scale<br \/>\n\u2022 Preparing publication-ready figures (scale bar)<\/td>\n<td style=\"width: 12.4896%; padding-left: 10px;\">Assoc. Prof. Dr. Ku Kang Mo<\/td>\n<\/tr>\n<tr style=\"height: 24px;\">\n<td style=\"width: 6.5465%; height: 24px; padding-left: 10px; text-align: center;\">9.55 am<\/td>\n<td style=\"width: 25.6126%; height: 24px; padding-left: 10px;\"><strong>Area Measurement<\/strong> (Low\u2013Medium difficulty)<br \/>\n\u2022 Length and area measurement<br \/>\n\u2022 Area selection using color threshold<\/td>\n<td style=\"width: 12.4896%; padding-left: 10px;\">Assoc. Prof. Dr. Ku Kang Mo<\/td>\n<\/tr>\n<tr style=\"height: 24px;\">\n<td style=\"width: 6.5465%; height: 24px; padding-left: 10px; text-align: center;\">10.20 am<\/td>\n<td style=\"width: 25.6126%; height: 24px; padding-left: 10px;\">Morning Break<\/td>\n<td style=\"width: 12.4896%; padding-left: 10px;\"><\/td>\n<\/tr>\n<tr style=\"height: 24px;\">\n<td style=\"width: 6.5465%; height: 24px; padding-left: 10px; text-align: center;\">10.35 am<\/td>\n<td style=\"width: 25.6126%; height: 24px; padding-left: 10px;\"><strong>Band Intensity Measurement<\/strong> (Medium difficulty)<br \/>\n\u2022 Image conversion to 8-bit<br \/>\n\u2022 Background subtraction<br \/>\n\u2022 Integrated density measurement<\/td>\n<td style=\"width: 12.4896%; padding-left: 10px;\">Assoc. Prof. Dr. Ku Kang Mo<\/td>\n<\/tr>\n<tr style=\"height: 24px;\">\n<td style=\"width: 6.5465%; height: 24px; padding-left: 10px; text-align: center;\">11.05 am<\/td>\n<td style=\"width: 25.6126%; height: 24px; padding-left: 10px;\"><strong>Particle Analysis (High difficulty)<br \/>\n<\/strong>\u2022 Threshold selection<br \/>\n\u2022 Analyze Particles function<br \/>\n\u2022 Object counting and size distribution<\/td>\n<td style=\"width: 12.4896%; padding-left: 10px;\">Assoc. Prof. Dr. Ku Kang Mo<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 6.5465%; padding-left: 10px; text-align: center;\">11.30 am<\/td>\n<td style=\"width: 25.6126%; padding-left: 10px;\"><strong>Batch Processing Rules<\/strong> (Medium difficulty)<br \/>\n\u2022 Batch processing workflow<br \/>\n\u2022 Introduction to basic macro concepts (no coding required)<\/td>\n<td style=\"width: 12.4896%; padding-left: 10px;\">Assoc. Prof. Dr. Ku Kang Mo<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 6.5465%; padding-left: 10px; text-align: center;\">11.50 am<\/td>\n<td style=\"width: 25.6126%; padding-left: 10px;\"><strong>Installing ImageJ Plugins <\/strong>(Medium difficulty)<br \/>\n\u2022 Plugin installation steps<br \/>\n\u2022 Demonstration of selected plugins<\/td>\n<td style=\"width: 12.4896%; padding-left: 10px;\">Assoc. Prof. Dr. Ku Kang Mo<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 6.5465%; padding-left: 10px; text-align: center;\">12.10 pm<\/td>\n<td style=\"width: 25.6126%; padding-left: 10px;\"><strong>Q&amp;A and Discussion (ImageJ Session)<\/strong><\/td>\n<td style=\"width: 12.4896%; padding-left: 10px;\">Assoc. Prof. Dr. Ku Kang Mo<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 6.5465%; padding-left: 10px; text-align: center;\">12.30 pm<\/td>\n<td style=\"width: 25.6126%; padding-left: 10px;\"><strong>Lunch Break<\/strong><\/td>\n<td style=\"width: 12.4896%; padding-left: 10px;\"><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>&nbsp;<\/p>\n<p style=\"text-align: center;\"><strong>3rd February 2026 (Tuesday)<br \/>\nEvening Session - Machine Learning Basics &amp; Biomarker Analysis Using MetaboAnalyst\u00a0<\/strong><\/p>\n<table class=\"aligncenter\" style=\"width: 100%; border-collapse: collapse;\" border=\"1\">\n<tbody>\n<tr style=\"height: 24px; background-color: #d4d4cb;\">\n<td style=\"width: 6.66498%; height: 23px; padding-left: 10px; text-align: center;\"><strong>Time<\/strong><\/td>\n<td style=\"width: 25.8995%; height: 23px; padding-left: 10px; text-align: center;\"><strong>Activity<\/strong><\/td>\n<td style=\"width: 12.0842%; padding-left: 10px; text-align: center;\"><strong>Trainer<\/strong><\/td>\n<\/tr>\n<tr style=\"height: 24px;\">\n<td style=\"width: 6.66498%; height: 24px; padding-left: 10px; text-align: center;\">2.30 pm<\/td>\n<td style=\"width: 25.8995%; height: 24px; padding-left: 10px;\"><strong>Introduction &amp; Pre-work Recap<\/strong><br \/>\n\u2022 Concept of machine learning and biomarker discovery<br \/>\n\u2022 Overview of pre-work (YouTube video clips)<\/td>\n<td style=\"width: 12.0842%; padding-left: 10px;\">Assoc. Prof. Dr. Ku Kang Mo<\/td>\n<\/tr>\n<tr style=\"height: 24px;\">\n<td style=\"width: 6.66498%; height: 24px; padding-left: 10px; text-align: center;\">2.50 pm<\/td>\n<td style=\"width: 25.8995%; height: 24px; padding-left: 10px;\"><strong>Machine Learning Fundamentals<\/strong><br \/>\n\u2022 Statistics vs machine learning<br \/>\n\u2022 Basic ML terms: feature, label, overfitting<\/td>\n<td style=\"width: 12.0842%; padding-left: 10px;\">Assoc. Prof. Dr. Ku Kang Mo<\/td>\n<\/tr>\n<tr style=\"height: 24px;\">\n<td style=\"width: 6.66498%; height: 24px; padding-left: 10px; text-align: center;\">3.10 pm<\/td>\n<td style=\"width: 25.8995%; height: 24px; padding-left: 10px;\"><strong>MetaboAnalyst Overview<\/strong><br \/>\n\u2022 Data format<br \/>\n\u2022 Normalization and scaling<br \/>\n\u2022 Analysis workflow<\/td>\n<td style=\"width: 12.0842%; padding-left: 10px;\">Assoc. Prof. Dr. Ku Kang Mo<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 6.66498%; padding-left: 10px; text-align: center;\">3.30 pm<\/td>\n<td style=\"width: 25.8995%; padding-left: 10px;\"><strong>Evening Break<\/strong><\/td>\n<td style=\"width: 12.0842%; padding-left: 10px;\"><\/td>\n<\/tr>\n<tr style=\"height: 24px;\">\n<td style=\"width: 6.66498%; height: 24px; padding-left: 10px; text-align: center;\">3.45 pm<\/td>\n<td style=\"width: 25.8995%; height: 24px; padding-left: 10px;\"><strong>Hands-on Data Analysis<\/strong><br \/>\n\u2022 Practical analysis using MetaboAnalyst<br \/>\n\u2022 Result visualization and interpretation<\/td>\n<td style=\"width: 12.0842%; padding-left: 10px;\">Assoc. Prof. Dr. Ku Kang Mo<\/td>\n<\/tr>\n<tr style=\"height: 24px;\">\n<td style=\"width: 6.66498%; height: 24px; padding-left: 10px; text-align: center;\">4.30 pm<\/td>\n<td style=\"width: 25.8995%; height: 24px; padding-left: 10px;\"><strong>Interpretation &amp; Biomarker Selection Strategy<\/strong><br \/>\n\u2022 Biomarker selection logic<br \/>\n\u2022 Research interpretation strategy<\/td>\n<td style=\"width: 12.0842%; padding-left: 10px;\">Assoc. Prof. Dr. Ku Kang Mo<\/td>\n<\/tr>\n<tr style=\"height: 24px;\">\n<td style=\"width: 6.66498%; height: 24px; padding-left: 10px; text-align: center;\">5.00 pm<\/td>\n<td style=\"width: 37.9837%; height: 24px; padding-left: 10px;\" colspan=\"2\"><strong>Discussion and end of session<\/strong><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p style=\"text-align: center;\">\n<\/div>\n<\/div><\/div><\/div><div id=\"panel-16045-5-0-2\" class=\"so-panel widget widget_sow-headline panel-last-child\" data-index=\"13\" ><div\n\t\t\t\n\t\t\tclass=\"so-widget-sow-headline so-widget-sow-headline-default-d07e1e83720a-16045 so-widget-fittext-wrapper\"\n\t\t\t data-fit-text-compressor=\"0.85\"\n\t\t><div class=\"sow-headline-container \">\n\t\t\t\t\t\t<div class=\"decoration\">\n\t\t\t\t\t\t<div class=\"decoration-inside\"><\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n<\/div><\/div><\/div><\/div><\/div><div id=\"pg-16045-6\"  class=\"panel-grid panel-has-style\" ><div class=\"siteorigin-panels-stretch panel-row-style panel-row-style-for-16045-6\" id=\"services\" data-stretch-type=\"full\" ><div id=\"pgc-16045-6-0\"  class=\"panel-grid-cell\" ><div id=\"panel-16045-6-0-0\" class=\"so-panel widget widget_sow-headline panel-first-child panel-last-child\" data-index=\"14\" ><div\n\t\t\t\n\t\t\tclass=\"so-widget-sow-headline so-widget-sow-headline-default-d993567b3846-16045 so-widget-fittext-wrapper\"\n\t\t\t data-fit-text-compressor=\"0.85\"\n\t\t><div class=\"sow-headline-container \">\n\t\t\t\t\t\t\t<h1 class=\"sow-headline\">\n\t\t\t\t\t\tCentre of Omics Data Analysis (CODA)\t\t\t\t\t\t<\/h1>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"decoration\">\n\t\t\t\t\t\t<div class=\"decoration-inside\"><\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n<\/div><\/div><\/div><\/div><\/div><div id=\"pg-16045-7\"  class=\"panel-grid panel-has-style\" ><div class=\"siteorigin-panels-stretch panel-row-style panel-row-style-for-16045-7\" id=\"services\" data-stretch-type=\"full\" ><div id=\"pgc-16045-7-0\"  class=\"panel-grid-cell\" ><div id=\"panel-16045-7-0-0\" class=\"so-panel widget widget_sow-image panel-first-child\" data-index=\"15\" ><div\n\t\t\t\n\t\t\tclass=\"so-widget-sow-image so-widget-sow-image-default-113ccd71f3e6-16045\"\n\t\t\t data-overlay-enabled=\"1\" data-overlay-settings=\"{&quot;enabled_for_widgets&quot;:[&quot;sow-image&quot;,&quot;sow-image-grid&quot;,&quot;sow-simple-masonry&quot;],&quot;theme&quot;:&quot;&quot;,&quot;show_delay&quot;:300,&quot;overlay_color&quot;:&quot;#000000&quot;,&quot;overlay_opacity&quot;:0.8,&quot;overlay_position&quot;:&quot;bottom&quot;,&quot;overlay_size&quot;:0.3,&quot;desktop_show_trigger&quot;:&quot;hover&quot;,&quot;touch_show_trigger&quot;:&quot;touch&quot;,&quot;responsive_breakpoint&quot;:&quot;1024px&quot;,&quot;responsive_breakpoint_unit&quot;:&quot;px&quot;,&quot;overlay_animation&quot;:&quot;fade&quot;,&quot;overlay_animation_onscreen&quot;:false,&quot;font_family&quot;:&quot;&quot;,&quot;text_size&quot;:&quot;15px&quot;,&quot;text_size_unit&quot;:&quot;px&quot;,&quot;text_color&quot;:&quot;#fff&quot;,&quot;text_padding&quot;:&quot;22px 22px 22px 22px&quot;,&quot;text_position&quot;:&quot;middle&quot;,&quot;text_align&quot;:&quot;left&quot;,&quot;text_animation&quot;:&quot;&quot;}\"\n\t\t>\n<div class=\"sow-image-container\">\n\t\t<img \n\tsrc=\"https:\/\/www.ukm.my\/inbiosis\/wp-content\/uploads\/2021\/12\/logo-coda-300x120.png\" width=\"300\" height=\"120\" srcset=\"https:\/\/www.ukm.my\/inbiosis\/wp-content\/uploads\/2021\/12\/logo-coda-300x120.png 300w, https:\/\/www.ukm.my\/inbiosis\/wp-content\/uploads\/2021\/12\/logo-coda.png 546w\" sizes=\"(max-width: 300px) 100vw, 300px\" alt=\"\" \t\tclass=\"so-widget-image\"\/>\n\t<\/div>\n\n<\/div><\/div><div id=\"panel-16045-7-0-1\" class=\"so-panel widget widget_sow-image panel-last-child\" data-index=\"16\" ><div\n\t\t\t\n\t\t\tclass=\"so-widget-sow-image so-widget-sow-image-default-113ccd71f3e6-16045\"\n\t\t\t data-overlay-enabled=\"1\" data-overlay-settings=\"{&quot;enabled_for_widgets&quot;:[&quot;sow-image&quot;,&quot;sow-image-grid&quot;,&quot;sow-simple-masonry&quot;],&quot;theme&quot;:&quot;&quot;,&quot;show_delay&quot;:300,&quot;overlay_color&quot;:&quot;#000000&quot;,&quot;overlay_opacity&quot;:0.8,&quot;overlay_position&quot;:&quot;bottom&quot;,&quot;overlay_size&quot;:0.3,&quot;desktop_show_trigger&quot;:&quot;hover&quot;,&quot;touch_show_trigger&quot;:&quot;touch&quot;,&quot;responsive_breakpoint&quot;:&quot;1024px&quot;,&quot;responsive_breakpoint_unit&quot;:&quot;px&quot;,&quot;overlay_animation&quot;:&quot;fade&quot;,&quot;overlay_animation_onscreen&quot;:false,&quot;font_family&quot;:&quot;&quot;,&quot;text_size&quot;:&quot;15px&quot;,&quot;text_size_unit&quot;:&quot;px&quot;,&quot;text_color&quot;:&quot;#fff&quot;,&quot;text_padding&quot;:&quot;22px 22px 22px 22px&quot;,&quot;text_position&quot;:&quot;middle&quot;,&quot;text_align&quot;:&quot;left&quot;,&quot;text_animation&quot;:&quot;&quot;}\"\n\t\t>\n<div class=\"sow-image-container\">\n\t\t<img \n\tsrc=\"https:\/\/www.ukm.my\/inbiosis\/wp-content\/uploads\/2025\/05\/Screenshot-2025-05-21-141438-300x199.png\" width=\"300\" height=\"199\" srcset=\"https:\/\/www.ukm.my\/inbiosis\/wp-content\/uploads\/2025\/05\/Screenshot-2025-05-21-141438-300x199.png 300w, https:\/\/www.ukm.my\/inbiosis\/wp-content\/uploads\/2025\/05\/Screenshot-2025-05-21-141438-1024x681.png 1024w, https:\/\/www.ukm.my\/inbiosis\/wp-content\/uploads\/2025\/05\/Screenshot-2025-05-21-141438-768x511.png 768w, https:\/\/www.ukm.my\/inbiosis\/wp-content\/uploads\/2025\/05\/Screenshot-2025-05-21-141438-391x260.png 391w, https:\/\/www.ukm.my\/inbiosis\/wp-content\/uploads\/2025\/05\/Screenshot-2025-05-21-141438.png 1375w\" sizes=\"(max-width: 300px) 100vw, 300px\" alt=\"\" \t\tclass=\"so-widget-image\"\/>\n\t<\/div>\n\n<\/div><\/div><\/div><div id=\"pgc-16045-7-1\"  class=\"panel-grid-cell\" ><div id=\"panel-16045-7-1-0\" class=\"so-panel widget widget_sow-editor panel-first-child panel-last-child\" data-index=\"17\" ><div\n\t\t\t\n\t\t\tclass=\"so-widget-sow-editor so-widget-sow-editor-base\"\n\t\t\t\n\t\t>\n<div class=\"siteorigin-widget-tinymce textwidget\">\n\t<h3>Unlock the full potential of your omics data with the <a href=\"https:\/\/www.ukm.my\/inbiosis\/en\/coda\/\">Centre of Omics Data Analysis (CODA)<\/a> at INBIOSIS 每日大赛app! Our one-stop centre offers data analysis service in :<\/h3>\n<ul>\n<li>\n<h3>Genomics, Transcriptomics, Metagenomics<\/h3>\n<\/li>\n<li>\n<h3><a href=\"https:\/\/www.ukm.my\/inbiosis\/en\/coda-metabolomics\/\">Metabolomics<\/a><\/h3>\n<\/li>\n<li>\n<h3>Proteomics<\/h3>\n<\/li>\n<li>\n<h3>Bioinformatics<\/h3>\n<\/li>\n<\/ul>\n<h3>Let us help you make sense of your data and drive your research forward. <a href=\"mailto:coda@ukm.edu.my\">Contact us<\/a> today to get started !<\/h3>\n<\/div>\n<\/div><\/div><\/div><\/div><\/div><div id=\"pg-16045-8\"  class=\"panel-grid panel-has-style\" ><div class=\"siteorigin-panels-stretch panel-row-style panel-row-style-for-16045-8\" id=\"contact\" data-stretch-type=\"full\" ><div id=\"pgc-16045-8-0\"  class=\"panel-grid-cell\" ><div id=\"panel-16045-8-0-0\" class=\"so-panel widget widget_sow-headline panel-first-child panel-last-child\" data-index=\"18\" ><div\n\t\t\t\n\t\t\tclass=\"so-widget-sow-headline so-widget-sow-headline-default-d07e1e83720a-16045 so-widget-fittext-wrapper\"\n\t\t\t data-fit-text-compressor=\"0.85\"\n\t\t><div class=\"sow-headline-container \">\n\t\t\t\t\t\t\t<h1 class=\"sow-headline\">\n\t\t\t\t\t\tRegister now or contact us for more details\t\t\t\t\t\t<\/h1>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"decoration\">\n\t\t\t\t\t\t<div class=\"decoration-inside\"><\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n<\/div><\/div><\/div><\/div><\/div><div id=\"pg-16045-9\"  class=\"panel-grid panel-no-style\" ><div id=\"pgc-16045-9-0\"  class=\"panel-grid-cell\" ><div id=\"panel-16045-9-0-0\" class=\"so-panel widget widget_sow-button panel-first-child panel-last-child\" data-index=\"19\" ><div\n\t\t\t\n\t\t\tclass=\"so-widget-sow-button so-widget-sow-button-atom-f47bae30ea28-16045\"\n\t\t\t\n\t\t><div class=\"ow-button-base ow-button-align-right\"\n>\n\t\t\t<a\n\t\t\t\t\thref=\"http:\/\/tiny.cc\/inbiosisworkshop2026\"\n\t\t\t\t\tclass=\"sowb-button ow-icon-placement-left ow-button-hover\" \t>\n\t\t<span>\n\t\t\t\n\t\t\tRegister Here\t\t<\/span>\n\t\t\t<\/a>\n\t<\/div>\n<\/div><\/div><\/div><div id=\"pgc-16045-9-1\"  class=\"panel-grid-cell\" ><div id=\"panel-16045-9-1-0\" class=\"so-panel widget widget_sow-button panel-first-child panel-last-child\" data-index=\"20\" ><div\n\t\t\t\n\t\t\tclass=\"so-widget-sow-button so-widget-sow-button-atom-531262f193e2-16045\"\n\t\t\t\n\t\t><div class=\"ow-button-base ow-button-align-left\"\n>\n\t\t\t<a\n\t\t\t\t\thref=\"mailto:inbiosis.workshop@ukm.edu.my\"\n\t\t\t\t\tclass=\"sowb-button ow-icon-placement-left ow-button-hover\" \t>\n\t\t<span>\n\t\t\t\n\t\t\tEmail us!\t\t<\/span>\n\t\t\t<\/a>\n\t<\/div>\n<\/div><\/div><\/div><\/div><\/div>","protected":false},"excerpt":{"rendered":"<p>Postgraduate students (Master and PhD students), Post Doctorate, Academicians and Researchers (Government and non-government institution) Type Price INBIOSIS Member Free Non INBIOSIS Member RM 50<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_lmt_disableupdate":"no","_lmt_disable":"no","_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"class_list":["post-16045","page","type-page","status-publish","hentry"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/www.ukm.my\/inbiosis\/wp-json\/wp\/v2\/pages\/16045","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.ukm.my\/inbiosis\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.ukm.my\/inbiosis\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.ukm.my\/inbiosis\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.ukm.my\/inbiosis\/wp-json\/wp\/v2\/comments?post=16045"}],"version-history":[{"count":12,"href":"https:\/\/www.ukm.my\/inbiosis\/wp-json\/wp\/v2\/pages\/16045\/revisions"}],"predecessor-version":[{"id":16059,"href":"https:\/\/www.ukm.my\/inbiosis\/wp-json\/wp\/v2\/pages\/16045\/revisions\/16059"}],"wp:attachment":[{"href":"https:\/\/www.ukm.my\/inbiosis\/wp-json\/wp\/v2\/media?parent=16045"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}