{"id":10450,"date":"2024-01-16T13:12:43","date_gmt":"2024-01-16T06:12:43","guid":{"rendered":"https:\/\/www.research.chula.ac.th\/center-of-excellence-in-computational-molecular-biology\/"},"modified":"2024-06-14T12:15:06","modified_gmt":"2024-06-14T05:15:06","slug":"ce-computational-molecular-biology","status":"publish","type":"page","link":"https:\/\/www.research.chula.ac.th\/en\/ce-computational-molecular-biology\/","title":{"rendered":"Center of Excellence in Computational Molecular Biology"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"10450\" class=\"elementor elementor-10450\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-1950787a elementor-section-content-middle elementor-section-boxed elementor-section-height-default elementor-section-height-default elementor-section-column-vertical-align-stretch\" data-id=\"1950787a\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-e53e7a6\" data-id=\"e53e7a6\" 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-6629bafb elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"6629bafb\" 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\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-43ea757c\" data-id=\"43ea757c\" 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-947a4b1 elementor-widget elementor-widget-tm-heading\" data-id=\"947a4b1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"tm-heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"tm-modern-heading\">\n\t\t\t\n\t\t\t\n\t\t\t\n\t\t\t\t\t<div class=\"heading-description-wrap\">\n\t\t\t<div class=\"heading-description\">\n\t\t\t\t<p>The Computational Molecular Biology group combines understanding of high-throughput technology and molecular biology with machine learning techniques to tackle complex problems in biomedical research. Our work focuses on data analysis, visualization, and interpretation but we also collaborate closely with experimental laboratories.<\/p>\t\t\t<\/div>\n\t\t<\/div>\n\t\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-f5dbb0c elementor-widget elementor-widget-image\" data-id=\"f5dbb0c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"640\" height=\"360\" src=\"https:\/\/www.research.chula.ac.th\/wp-content\/uploads\/2024\/06\/LOGO-1-1024x576.jpg\" class=\"attachment-large size-large wp-image-11926\" alt=\"\" srcset=\"https:\/\/www.research.chula.ac.th\/wp-content\/uploads\/2024\/06\/LOGO-1-1024x576.jpg 1024w, https:\/\/www.research.chula.ac.th\/wp-content\/uploads\/2024\/06\/LOGO-1-300x169.jpg 300w, https:\/\/www.research.chula.ac.th\/wp-content\/uploads\/2024\/06\/LOGO-1-768x432.jpg 768w, https:\/\/www.research.chula.ac.th\/wp-content\/uploads\/2024\/06\/LOGO-1-1536x864.jpg 1536w, https:\/\/www.research.chula.ac.th\/wp-content\/uploads\/2024\/06\/LOGO-1.jpg 1920w\" sizes=\"(max-width: 640px) 100vw, 640px\" \/>\t\t\t\t\t\t\t\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-b5a6385 elementor-section-boxed elementor-section-gap-beside-yes elementor-section-height-default elementor-section-height-default elementor-section-column-vertical-align-stretch\" data-id=\"b5a6385\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-extended\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-631aa43\" data-id=\"631aa43\" 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-28e2a5f elementor-widget elementor-widget-tm-heading\" data-id=\"28e2a5f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"tm-heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"tm-modern-heading\">\n\t\t\t\n\t\t\t\t\t<div class=\"heading-primary-wrap\">\n\t\t\t<h2 class=\"heading-primary elementor-heading-title\">Research & Innovation Focus \u200b<\/h2>\t\t<\/div>\n\t\t\n\t\t\t\t    <div class=\"heading-divider\"><\/div>\n\t    \n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-6f81404 elementor-section-content-middle elementor-section-boxed elementor-section-gap-beside-yes elementor-section-height-default elementor-section-height-default elementor-section-column-vertical-align-stretch\" data-id=\"6f81404\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-extended\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-da0efb9\" data-id=\"da0efb9\" 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-422648b elementor-view-stacked elementor-shape-circle elementor-position-block-start elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"422648b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon elementor-animation-grow-rotate\">\n\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M20.774 18C21.5233 18 22.1193 17.5285 22.6545 16.8691C23.7499 15.5194 21.9513 14.4408 21.2654 13.9126C20.568 13.3756 19.7894 13.0714 19 13M18 11C19.3807 11 20.5 9.88071 20.5 8.5C20.5 7.11929 19.3807 6 18 6\" stroke=\"#333333\" stroke-width=\"1.5\" stroke-linecap=\"round\"><\/path><path d=\"M3.22596 18C2.47666 18 1.88067 17.5285 1.34555 16.8691C0.250087 15.5194 2.04867 14.4408 2.73465 13.9126C3.43197 13.3756 4.21058 13.0714 5 13M5.5 11C4.11929 11 3 9.88071 3 8.5C3 7.11929 4.11929 6 5.5 6\" stroke=\"#333333\" stroke-width=\"1.5\" stroke-linecap=\"round\"><\/path><path d=\"M8.0838 15.1112C7.06203 15.743 4.38299 17.0331 6.0147 18.6474C6.81178 19.436 7.69952 20 8.81563 20H15.1844C16.3005 20 17.1882 19.436 17.9853 18.6474C19.617 17.0331 16.938 15.743 15.9162 15.1112C13.5201 13.6296 10.4799 13.6296 8.0838 15.1112Z\" stroke=\"#333333\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><\/path><path d=\"M15.5 7.5C15.5 9.433 13.933 11 12 11C10.067 11 8.5 9.433 8.5 7.5C8.5 5.567 10.067 4 12 4C13.933 4 15.5 5.567 15.5 7.5Z\" stroke=\"#333333\" stroke-width=\"1.5\"><\/path><\/svg>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\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-2b92cd6 elementor-widget elementor-widget-tm-heading\" data-id=\"2b92cd6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"tm-heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"tm-modern-heading\">\n\t\t\t\n\t\t\t\t\t<div class=\"heading-primary-wrap\">\n\t\t\t<h6 class=\"heading-primary elementor-heading-title\">Sustainable Society + Industry 4.0<\/h6>\t\t<\/div>\n\t\t\n\t\t\t\n\t\t\t\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<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-26353e9\" data-id=\"26353e9\" 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-df49e7a elementor-view-stacked elementor-shape-circle elementor-position-block-start elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"df49e7a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon elementor-animation-grow-rotate\">\n\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M17 13.2308C17 13.2308 16.0909 12.7693 15.1818 12.7693C13.8182 12.7693 12 14.6154 12 17.3846C12 20.1537 14.4896 22 17 22C19.5104 22 22 20.1537 22 17.3846C22 14.6154 20.1818 12.7693 18.8182 12.7693C17.9091 12.7693 17 13.2308 17 13.2308ZM17 13.2308C17 11.8462 17.9091 10 19.7273 10\" stroke=\"#333333\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><\/path><path d=\"M10.655 5C11.5512 5 12.2778 4.32843 12.2778 3.5C12.2778 2.67157 11.5512 2 10.655 2H5.24561C4.34936 2 3.6228 2.67157 3.6228 3.5C3.6228 4.32843 4.34936 5 5.24561 5M11.1693 4.92311C12.1247 6.68943 12.9095 8.28337 13.3888 10C13.4279 10.1401 13.465 10.281 13.5 10.4229M10.428 22H6.32748C2.74721 22 2 21.3093 2 18V13.7771C2 10.3773 3.09757 7.88562 4.70467 4.91465\" stroke=\"#333333\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><\/path><\/svg>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\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-bb66288 elementor-widget elementor-widget-tm-heading\" data-id=\"bb66288\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"tm-heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"tm-modern-heading\">\n\t\t\t\n\t\t\t\t\t<div class=\"heading-primary-wrap\">\n\t\t\t<h6 class=\"heading-primary elementor-heading-title\">Food & Agriculture + Industry 4.0\u200b<\/h6>\t\t<\/div>\n\t\t\n\t\t\t\n\t\t\t\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<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-a197a18\" data-id=\"a197a18\" 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-0391363 elementor-view-stacked elementor-shape-circle elementor-position-block-start elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"0391363\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon elementor-animation-grow-rotate\">\n\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M20.774 18C21.5233 18 22.1193 17.5285 22.6545 16.8691C23.7499 15.5194 21.9513 14.4408 21.2654 13.9126C20.568 13.3756 19.7894 13.0714 19 13M18 11C19.3807 11 20.5 9.88071 20.5 8.5C20.5 7.11929 19.3807 6 18 6\" stroke=\"#333333\" stroke-width=\"1.5\" stroke-linecap=\"round\"><\/path><path d=\"M3.22596 18C2.47666 18 1.88067 17.5285 1.34555 16.8691C0.250087 15.5194 2.04867 14.4408 2.73465 13.9126C3.43197 13.3756 4.21058 13.0714 5 13M5.5 11C4.11929 11 3 9.88071 3 8.5C3 7.11929 4.11929 6 5.5 6\" stroke=\"#333333\" stroke-width=\"1.5\" stroke-linecap=\"round\"><\/path><path d=\"M8.0838 15.1112C7.06203 15.743 4.38299 17.0331 6.0147 18.6474C6.81178 19.436 7.69952 20 8.81563 20H15.1844C16.3005 20 17.1882 19.436 17.9853 18.6474C19.617 17.0331 16.938 15.743 15.9162 15.1112C13.5201 13.6296 10.4799 13.6296 8.0838 15.1112Z\" stroke=\"#333333\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><\/path><path d=\"M15.5 7.5C15.5 9.433 13.933 11 12 11C10.067 11 8.5 9.433 8.5 7.5C8.5 5.567 10.067 4 12 4C13.933 4 15.5 5.567 15.5 7.5Z\" stroke=\"#333333\" stroke-width=\"1.5\"><\/path><\/svg>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\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-a5a6e00 elementor-widget elementor-widget-tm-heading\" data-id=\"a5a6e00\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"tm-heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"tm-modern-heading\">\n\t\t\t\n\t\t\t\t\t<div class=\"heading-primary-wrap\">\n\t\t\t<h6 class=\"heading-primary elementor-heading-title\">Sustainable Society + Society, Art & Culture<\/h6>\t\t<\/div>\n\t\t\n\t\t\t\n\t\t\t\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 class=\"elementor-element elementor-element-a83e8e1 elementor-widget elementor-widget-spacer\" data-id=\"a83e8e1\" 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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-5780e888 elementor-section-content-middle elementor-section-boxed elementor-section-height-default elementor-section-height-default elementor-section-column-vertical-align-stretch\" data-id=\"5780e888\" 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-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-53703c6\" data-id=\"53703c6\" 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<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-29f01cc7 elementor-section-boxed elementor-section-gap-beside-yes elementor-section-height-default elementor-section-height-default elementor-section-column-vertical-align-stretch\" data-id=\"29f01cc7\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-extended\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-405c0f54\" data-id=\"405c0f54\" 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-4227eb5 elementor-widget elementor-widget-tm-heading\" data-id=\"4227eb5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"tm-heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"tm-modern-heading\">\n\t\t\t\n\t\t\t\t\t<div class=\"heading-primary-wrap\">\n\t\t\t<h3 class=\"heading-primary elementor-heading-title\">objective<\/h3>\t\t<\/div>\n\t\t\n\t\t\t\t    <div class=\"heading-divider\"><\/div>\n\t    \n\t\t\t\t\t<div class=\"heading-description-wrap\">\n\t\t\t<div class=\"heading-description\">\n\t\t\t\t<p>health and well-being<\/p>\t\t\t<\/div>\n\t\t<\/div>\n\t\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-719a6312 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"719a6312\" 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-8919480 elementor-widget elementor-widget-tm-heading\" data-id=\"8919480\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"tm-heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"tm-modern-heading\">\n\t\t\t\n\t\t\t\t\t<div class=\"heading-primary-wrap\">\n\t\t\t<h3 class=\"heading-primary elementor-heading-title\">Target in 3 Years<\/h3>\t\t<\/div>\n\t\t\n\t\t\t\t    <div class=\"heading-divider\"><\/div>\n\t    \n\t\t\t\t\t<div class=\"heading-description-wrap\">\n\t\t\t<div class=\"heading-description\">\n\t\t\t\t<p>1. Improve understanding of cancer to develop biomarker and therapy <br>2. Implement pathogen surveillance program in Thailand <br>3. Train medical personnel in data skills<\/p>\t\t\t<\/div>\n\t\t<\/div>\n\t\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-7989646b elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"7989646b\" 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-fdf93f6 elementor-widget elementor-widget-tm-heading\" data-id=\"fdf93f6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"tm-heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"tm-modern-heading\">\n\t\t\t\n\t\t\t\t\t<div class=\"heading-primary-wrap\">\n\t\t\t<h3 class=\"heading-primary elementor-heading-title\">Research Highlights<\/h3>\t\t<\/div>\n\t\t\n\t\t\t\t    <div class=\"heading-divider\"><\/div>\n\t    \n\t\t\t\t\t<div class=\"heading-description-wrap\">\n\t\t\t<div class=\"heading-description\">\n\t\t\t\t<p>1. Improved delineation of colorectal cancer molecular subtypes and functional profiles with a 62-gene panel. Molecular Cancer Research 21 (3), 240-252. Featured on the cover page of March 2023 volume. <br>2. AI-assisted monitoring of COVID-19 community isolation in Thailand. 2023 IEEE Statistical Signal Processing Workshop (SSP), 651-655.<br>3. Federated learning for predicting clinical outcomes in patients with COVID-19. Nature medicine 27 (10), 1735-1743. Collaboration with 20 hospitals around the world.<\/p>\t\t\t<\/div>\n\t\t<\/div>\n\t\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-304835cd elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"304835cd\" 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\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-55c7e309\" data-id=\"55c7e309\" 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-64a00222 elementor-widget elementor-widget-spacer\" data-id=\"64a00222\" 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<div class=\"elementor-element elementor-element-3bd8dc9 elementor-widget elementor-widget-image\" data-id=\"3bd8dc9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"640\" height=\"361\" src=\"https:\/\/www.research.chula.ac.th\/wp-content\/uploads\/2024\/01\/3-1.png\" class=\"attachment-large size-large wp-image-7401\" alt=\"\" srcset=\"https:\/\/www.research.chula.ac.th\/wp-content\/uploads\/2024\/01\/3-1.png 1008w, https:\/\/www.research.chula.ac.th\/wp-content\/uploads\/2024\/01\/3-1-300x169.png 300w, https:\/\/www.research.chula.ac.th\/wp-content\/uploads\/2024\/01\/3-1-768x433.png 768w, https:\/\/www.research.chula.ac.th\/wp-content\/uploads\/2024\/01\/3-1-600x338.png 600w\" sizes=\"(max-width: 640px) 100vw, 640px\" \/>\t\t\t\t\t\t\t\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-2cd62bd0 elementor-widget elementor-widget-spacer\" data-id=\"2cd62bd0\" 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<div class=\"elementor-element elementor-element-6b745ac bullets-v-align-below elementor-widget elementor-widget-tm-image-carousel\" data-id=\"6b745ac\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;swiper_items&quot;:&quot;1&quot;,&quot;swiper_items_tablet&quot;:&quot;1&quot;,&quot;swiper_items_mobile&quot;:&quot;1&quot;}\" data-widget_type=\"tm-image-carousel.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n\t\t<div class=\"tm-swiper tm-slider-widget v-middle h-center nav-style-01 nav-show-always has-separator-line\" data-lg-items=\"1\" data-lg-gutter=\"30\" data-md-items=\"1\" data-sm-items=\"1\" data-nav=\"1\" data-nav-aligned-by=\"slider\" data-loop=\"1\" data-simulate-touch=\"1\" data-speed=\"1000\" data-autoplay=\"5000\" data-effect=\"slide\">\n\t\t\t<div class=\"swiper-inner\">\n\n\t\t\t\t\n\t\t\t\t<div class=\"swiper\">\n\t\t\t\t\t<div class=\"swiper-wrapper\">\n\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\">\n\t\t\t\t<div class=\"image\">\n\t\t\t\t\t<img decoding=\"async\"  loading=\"lazy\" src=\"https:\/\/www.research.chula.ac.th\/wp-content\/uploads\/2024\/01\/1-1.png\" alt=\"Center of Excellence in Computational Molecular Biology\" \/>\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t\t\t\t<div class=\"swiper-slide\">\n\t\t\t\t<div class=\"image\">\n\t\t\t\t\t<img decoding=\"async\"  loading=\"lazy\" src=\"https:\/\/www.research.chula.ac.th\/wp-content\/uploads\/2024\/01\/2.png\" alt=\"Center of Excellence in Computational Molecular Biology\" \/>\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\n\t\t\t\t\n\t\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\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-951dc42 elementor-section-boxed elementor-section-gap-beside-yes elementor-section-height-default elementor-section-height-default elementor-section-column-vertical-align-stretch\" data-id=\"951dc42\" 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-extended\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-845cc52\" data-id=\"845cc52\" 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-688df0f elementor-widget elementor-widget-tm-heading\" data-id=\"688df0f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"tm-heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"tm-modern-heading\">\n\t\t\t\n\t\t\t\t\t<div class=\"heading-primary-wrap\">\n\t\t\t<h3 class=\"heading-primary elementor-heading-title\">Networks and Partnerships<\/h3>\t\t<\/div>\n\t\t\n\t\t\t\t    <div class=\"heading-divider\"><\/div>\n\t    \n\t\t\t\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-aa0f6e6 elementor-widget elementor-widget-spacer\" data-id=\"aa0f6e6\" 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<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-e8cb599 elementor-section-boxed elementor-section-gap-beside-yes elementor-section-height-default elementor-section-height-default elementor-section-column-vertical-align-stretch\" data-id=\"e8cb599\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-extended\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-16 elementor-inner-column elementor-element elementor-element-f2b545f\" data-id=\"f2b545f\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-16 elementor-inner-column elementor-element elementor-element-f2ece5d\" data-id=\"f2ece5d\" 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-de40bf8 elementor-widget elementor-widget-text-editor\" data-id=\"de40bf8\" 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<ul>\n<li><a href=\"https:\/\/resources.nvidia.com\/en-us-gps-ai-capacity-building\/nvaitc-research\" target=\"_blank\" rel=\"noopener\">NVIDIA AI Technology Center, Singapore<\/a><\/li>\n<\/ul>\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-16 elementor-inner-column elementor-element elementor-element-9ee4483\" data-id=\"9ee4483\" 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-e4fdb68 elementor-widget elementor-widget-text-editor\" data-id=\"e4fdb68\" 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<ul>\n<li><a href=\"https:\/\/www.u-tokyo.ac.jp\/en\/index.html\" target=\"_blank\" rel=\"noopener\">The University of Tokyo, Japan<\/a><\/li>\n<\/ul>\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-16 elementor-inner-column elementor-element elementor-element-f926b28\" data-id=\"f926b28\" 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-0f83ba2 elementor-widget elementor-widget-text-editor\" data-id=\"0f83ba2\" 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<ul>\n<li><a href=\"https:\/\/www.childrenshospital.org\/\" target=\"_blank\" rel=\"noopener\">Boston Children Hospital, U.S.<\/a><\/li>\n<\/ul>\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-16 elementor-inner-column elementor-element elementor-element-81991b8\" data-id=\"81991b8\" 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-cc3be83 elementor-widget elementor-widget-text-editor\" data-id=\"cc3be83\" 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<ul>\n<li><a href=\"https:\/\/en.sjtu.edu.cn\/\" target=\"_blank\" rel=\"noopener\">Shanghai Jiao Tong University, China<\/a><\/li>\n<\/ul>\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-16 elementor-inner-column elementor-element elementor-element-368efc4\" data-id=\"368efc4\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\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 class=\"elementor-element elementor-element-13939d1 elementor-widget elementor-widget-spacer\" data-id=\"13939d1\" 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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-2c75a83d elementor-section-content-middle elementor-section-boxed elementor-section-height-default elementor-section-height-default elementor-section-column-vertical-align-stretch\" data-id=\"2c75a83d\" 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-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-6d9c6acf\" data-id=\"6d9c6acf\" 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-73e61c1a elementor-widget elementor-widget-tm-heading\" data-id=\"73e61c1a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"tm-heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"tm-modern-heading\">\n\t\t\t\n\t\t\t\t\t<div class=\"heading-primary-wrap\">\n\t\t\t<h2 class=\"heading-primary elementor-heading-title\">Contact<\/h2>\t\t<\/div>\n\t\t\n\t\t\t\t    <div class=\"heading-divider\"><\/div>\n\t    \n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-ed1f3b1 elementor-section-boxed elementor-section-gap-beside-yes elementor-section-height-default elementor-section-height-default elementor-section-column-vertical-align-stretch\" data-id=\"ed1f3b1\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-extended\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-1ec21f97\" data-id=\"1ec21f97\" 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-43b3d15f elementor-widget elementor-widget-spacer\" data-id=\"43b3d15f\" 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<div class=\"elementor-element elementor-element-263de5d8 elementor-widget elementor-widget-heading\" data-id=\"263de5d8\" 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<h6 class=\"elementor-heading-title elementor-size-default\">Dr.<\/h6>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-31f6539b elementor-widget elementor-widget-spacer\" data-id=\"31f6539b\" 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<div class=\"elementor-element elementor-element-74233ad5 elementor-widget elementor-widget-heading\" data-id=\"74233ad5\" 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\">Sira Sriswasdi<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fa0934 elementor-widget elementor-widget-spacer\" data-id=\"fa0934\" 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<div class=\"elementor-element elementor-element-2c0c7a27 elementor-widget elementor-widget-heading\" data-id=\"2c0c7a27\" 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<h6 class=\"elementor-heading-title elementor-size-default\">Director of Research projects<\/h6>\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-inner-column elementor-element elementor-element-1c144b5f\" data-id=\"1c144b5f\" 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-1b0b80e2 elementor-widget elementor-widget-spacer\" data-id=\"1b0b80e2\" 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<div class=\"elementor-element elementor-element-1d9bfa1b elementor-widget elementor-widget-heading\" data-id=\"1d9bfa1b\" 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<h4 class=\"elementor-heading-title elementor-size-default\">Faculty of Medicine<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-58f025a elementor-widget elementor-widget-spacer\" data-id=\"58f025a\" 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<div class=\"elementor-element elementor-element-6c574f98 elementor-widget elementor-widget-heading\" data-id=\"6c574f98\" 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<h6 class=\"elementor-heading-title elementor-size-default\">Affiliation<\/h6>\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-inner-column elementor-element elementor-element-41555d95\" data-id=\"41555d95\" 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-b75d758 elementor-widget elementor-widget-spacer\" data-id=\"b75d758\" 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<div class=\"elementor-element elementor-element-429303a1 elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"429303a1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M15 2H9C5.69067 2 5 2.69067 5 6V22H19V6C19 2.69067 18.3093 2 15 2Z\" stroke=\"#D64781\" stroke-width=\"1.5\" stroke-linejoin=\"round\"><\/path><path d=\"M3 22H21\" stroke=\"#D64781\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><\/path><path d=\"M15 22V19C15 17.3453 14.6547 17 13 17H11C9.34533 17 9 17.3453 9 19V22\" stroke=\"#D64781\" stroke-width=\"1.5\" stroke-linejoin=\"round\"><\/path><path d=\"M13.5 6H10.5M13.5 9.5H10.5M13.5 13H10.5\" stroke=\"#D64781\" stroke-width=\"1.5\" stroke-linecap=\"round\"><\/path><\/svg>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tResearch Affairs, Faculty of Medicine, Chulalongkorn University. 1873 Rama IV Road, Pathum Wan, Bangkok 10330.\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\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-3d530e8d elementor-position-inline-start elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"3d530e8d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"32\" height=\"32\" viewBox=\"0 0 32 32\" fill=\"none\"><path d=\"M2.6665 8L11.8839 13.2226C15.282 15.148 16.7177 15.148 20.1158 13.2226L29.3332 8\" stroke=\"#D64781\" stroke-width=\"1.5\" stroke-linejoin=\"round\"><\/path><path d=\"M2.68753 17.9688C2.77469 22.0562 2.81828 24.0998 4.32645 25.6138C5.83461 27.1277 7.93361 27.1804 12.1316 27.2858C14.7189 27.3509 17.2808 27.3509 19.8681 27.2858C24.0661 27.1804 26.165 27.1277 27.6733 25.6138C29.1814 24.0998 29.225 22.0562 29.3121 17.9688C29.3402 16.6545 29.3402 15.3481 29.3121 14.0338C29.225 9.94645 29.1814 7.90276 27.6733 6.38885C26.165 4.87494 24.0661 4.82221 19.8681 4.71673C17.2808 4.65172 14.7189 4.65172 12.1316 4.71672C7.93361 4.82218 5.83461 4.87492 4.32644 6.38884C2.81826 7.90274 2.77469 9.94644 2.68752 14.0338C2.65949 15.3481 2.6595 16.6545 2.68753 17.9688Z\" stroke=\"#D64781\" stroke-width=\"1.5\" stroke-linejoin=\"round\"><\/path><\/svg>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tE-mail:  cmb.chula@gmail.com\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\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 class=\"elementor-element elementor-element-187f3355 elementor-widget elementor-widget-spacer\" data-id=\"187f3355\" 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<div class=\"elementor-element elementor-element-1a31b21 elementor-align-center elementor-widget elementor-widget-button\" data-id=\"1a31b21\" 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-sm\" href=\"https:\/\/cmb.md.chula.ac.th\/\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"far fa-arrow-right\"><\/i>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Website<\/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\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>The Computational Molecular Biology group combines understanding of high-throughput technology and molecular biology with machine learning techniques to tackle complex problems in biomedical research. Our work focuses on data analysis, visualization, and interpretation but we also collaborate closely with experimental laboratories. Research &#038; Innovation Focus \u200b Sustainable Society + Industry 4.0 Food &#038; Agriculture + Industry 4.0\u200b Sustainable Society + Society, Art &#038; Culture objective health and well-being Target in 3 Years 1. Improve understanding of cancer to develop biomarker and therapy 2. Implement pathogen surveillance program in Thailand 3. Train medical personnel in data skills Research Highlights 1. Improved delineation of colorectal cancer molecular subtypes and functional profiles with a 62-gene panel. Molecular Cancer Research 21 (3), 240-252. Featured on the cover page of March 2023 volume. 2. AI-assisted monitoring of COVID-19 community isolation in Thailand. 2023 IEEE Statistical Signal Processing Workshop (SSP), 651-655.3. Federated learning for predicting clinical outcomes in patients with COVID-19. Nature medicine 27 (10), 1735-1743. Collaboration with 20 hospitals around the world. Networks and Partnerships NVIDIA AI Technology Center, Singapore The University of Tokyo, Japan Boston Children Hospital, U.S. Shanghai Jiao Tong University, China Contact Dr. Sira Sriswasdi Director of Research projects Faculty of Medicine Affiliation Research Affairs, Faculty of Medicine, Chulalongkorn University. 1873 Rama IV Road, Pathum Wan, Bangkok 10330. E-mail: cmb.chula@gmail.com Website<\/p>\n","protected":false},"author":1,"featured_media":10436,"parent":0,"menu_order":126,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_eb_attr":"","footnotes":""},"class_list":["post-10450","page","type-page","status-publish","has-post-thumbnail","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Center of Excellence in Computational Molecular Biology - Research Chula<\/title>\n<meta name=\"description\" content=\"The Computational Molecular Biology group combines understanding of high-throughput technology and molecular biology with machine learning techniques to tackle complex problems in biomedical research. 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