{"id":16,"date":"2024-01-11T16:56:10","date_gmt":"2024-01-11T15:56:10","guid":{"rendered":"https:\/\/medimint.unibs.it\/?page_id=16"},"modified":"2024-02-06T08:31:23","modified_gmt":"2024-02-06T07:31:23","slug":"research","status":"publish","type":"page","link":"https:\/\/medimint.unibs.it\/index.php\/research\/","title":{"rendered":"Research"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"16\" class=\"elementor elementor-16\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d7bdf05 e-flex e-con-boxed e-con e-parent\" data-id=\"d7bdf05\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\" data-core-v316-plus=\"true\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6c3e8a6 elementor-widget elementor-widget-upk-post-accordion\" data-id=\"6c3e8a6\" data-element_type=\"widget\" data-widget_type=\"upk-post-accordion.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"upk-accordion\">\n\t\t\t<div class=\"upk-accordion-wrapper upk-accordion-contentstyle-1 upk-accordion-style-1\">\n\n\t\t\t\t\n\t\t\t\t\t\n\t\t<div class=\"upk-accordion-item\">\n\t\t\t<div class=\"upk-accordion-item-box\">\n\n\t\t\t\t<div class=\"upk-accordion-image\">\n\t\t\t\t\t\n\t\t<img decoding=\"async\" class=\"upk-img\" src=\"https:\/\/medimint.unibs.it\/wp-content\/uploads\/2024\/02\/7471755378_9d640aebc6_b.jpg\" alt=\"Chest X-Ray analysis\">\n\n\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t<div class=\"upk-accordion-content\">\n\t\t\t\t\t\t\t\t\t\t<h3 class=\"upk-accordion-title\"><a  data-hover=\"Chest X-Ray analysis\" href=\"https:\/\/medimint.unibs.it\/index.php\/2024\/02\/06\/chest-x-ray-analysis\/\" title=\"Chest X-Ray analysis\">Chest X-Ray analysis<\/a><\/h3>\t\t\t\t\t\t\t<div class=\"upk-accordion-text\" data-hover=\"\u00a0 Unveiling the Lungs through Deep Learning: A Peek into Chest X-ray Analysis Projects These projects highlight the multifaceted applications of deep learning in chest X-ray analysis, offering promising advancements\">\n\t\t\t<p>\u00a0 Unveiling the Lungs through Deep Learning: A Peek into Chest X-ray Analysis Projects These projects highlight the multifaceted applications of deep learning in chest X-ray analysis, offering promising advancements<\/p>\n\t\t<\/div>\n\n\t\n\t\t\t\t\t\n\t\t\t\t<\/div>\n\n\t\t\t<\/div>\n\t\t<\/div>\n\n\t\n\t\t\t\t\n\t\t\t\t\t\n\t\t<div class=\"upk-accordion-item\">\n\t\t\t<div class=\"upk-accordion-item-box\">\n\n\t\t\t\t<div class=\"upk-accordion-image\">\n\t\t\t\t\t\n\t\t<img decoding=\"async\" class=\"upk-img\" src=\"https:\/\/medimint.unibs.it\/wp-content\/uploads\/2024\/02\/immagine-1.png\" alt=\"Brain MRI processing\">\n\n\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t<div class=\"upk-accordion-content\">\n\t\t\t\t\t\t\t\t\t\t<h3 class=\"upk-accordion-title\"><a  data-hover=\"Brain MRI processing\" href=\"https:\/\/medimint.unibs.it\/index.php\/2024\/02\/06\/brain-mri-segmentation\/\" title=\"Brain MRI processing\">Brain MRI processing<\/a><\/h3>\t\t\t\t\t\t\t<div class=\"upk-accordion-text\" data-hover=\"End-to-end Convolutional Neural Network (CNN) architectures that allow for the segmentation and morphometric analysis of MRI brain volumes, while fighting the scanner effects.\">\n\t\t\t<p>End-to-end Convolutional Neural Network (CNN) architectures that allow for the segmentation and morphometric analysis of MRI brain volumes, while fighting the scanner effects.<\/p>\n\t\t<\/div>\n\n\t\n\t\t\t\t\t\n\t\t\t\t<\/div>\n\n\t\t\t<\/div>\n\t\t<\/div>\n\n\t\n\t\t\t\t\n\t\t\t\t\t\n\t\t<div class=\"upk-accordion-item\">\n\t\t\t<div class=\"upk-accordion-item-box\">\n\n\t\t\t\t<div class=\"upk-accordion-image\">\n\t\t\t\t\t\n\t\t<img decoding=\"async\" class=\"upk-img\" src=\"https:\/\/medimint.unibs.it\/wp-content\/uploads\/2024\/02\/Screenshot-2024-02-06-alle-08.24.58.png\" alt=\"AI for Digital Microbiology\">\n\n\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t<div class=\"upk-accordion-content\">\n\t\t\t\t\t\t\t\t\t\t<h3 class=\"upk-accordion-title\"><a  data-hover=\"AI for Digital Microbiology\" href=\"https:\/\/medimint.unibs.it\/index.php\/2024\/02\/06\/ai-for-clinical-microbiology\/\" title=\"AI for Digital Microbiology\">AI for Digital Microbiology<\/a><\/h3>\t\t\t\t\t\t\t<div class=\"upk-accordion-text\" data-hover=\"Full Laboratory Automation is revolutionizing work habits in an increasing number of clinical microbiology facilities worldwide, generating huge streams of digital images for interpretation. Here is the work we did\">\n\t\t\t<p>Full Laboratory Automation is revolutionizing work habits in an increasing number of clinical microbiology facilities worldwide, generating huge streams of digital images for interpretation. Here is the work we did<\/p>\n\t\t<\/div>\n\n\t\n\t\t\t\t\t\n\t\t\t\t<\/div>\n\n\t\t\t<\/div>\n\t\t<\/div>\n\n\t\n\t\t\t\t\n\t\t\t\t\t\n\t\t<div class=\"upk-accordion-item\">\n\t\t\t<div class=\"upk-accordion-item-box\">\n\n\t\t\t\t<div class=\"upk-accordion-image\">\n\t\t\t\t\t\n\t\t<img decoding=\"async\" class=\"upk-img\" src=\"https:\/\/medimint.unibs.it\/wp-content\/uploads\/2024\/02\/ecg-electrocardiogram-medical-heartbeat-preview.jpg\" alt=\"ECG signal analysis\">\n\n\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t<div class=\"upk-accordion-content\">\n\t\t\t\t\t\t\t\t\t\t<h3 class=\"upk-accordion-title\"><a  data-hover=\"ECG signal analysis\" href=\"https:\/\/medimint.unibs.it\/index.php\/2024\/02\/06\/ecg-analysis\/\" title=\"ECG signal analysis\">ECG signal analysis<\/a><\/h3>\t\t\t\t\t\t\t<div class=\"upk-accordion-text\" data-hover=\"We combine deep learning and transformers to automate and improve heart condition diagnoses from ECG. Transformers are particularly able to tackle long-range patterns crucial for comprehensive analysis, potentially leading to\">\n\t\t\t<p>We combine deep learning and transformers to automate and improve heart condition diagnoses from ECG. Transformers are particularly able to tackle long-range patterns crucial for comprehensive analysis, potentially leading to<\/p>\n\t\t<\/div>\n\n\t\n\t\t\t\t\t\n\t\t\t\t<\/div>\n\n\t\t\t<\/div>\n\t\t<\/div>\n\n\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t<\/div>\n\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-e1a1d7b e-flex e-con-boxed e-con e-parent\" data-id=\"e1a1d7b\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\" data-core-v316-plus=\"true\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-41ec223 elementor-widget elementor-widget-heading\" data-id=\"41ec223\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.19.0 - 05-02-2024 *\/\n.elementor-heading-title{padding:0;margin:0;line-height:1}.elementor-widget-heading .elementor-heading-title[class*=elementor-size-]>a{color:inherit;font-size:inherit;line-height:inherit}.elementor-widget-heading .elementor-heading-title.elementor-size-small{font-size:15px}.elementor-widget-heading .elementor-heading-title.elementor-size-medium{font-size:19px}.elementor-widget-heading .elementor-heading-title.elementor-size-large{font-size:29px}.elementor-widget-heading .elementor-heading-title.elementor-size-xl{font-size:39px}.elementor-widget-heading .elementor-heading-title.elementor-size-xxl{font-size:59px}<\/style><h2 class=\"elementor-heading-title elementor-size-default\">Funded Projects<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-01b5991 e-flex e-con-boxed e-con e-parent\" data-id=\"01b5991\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\" data-core-v316-plus=\"true\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a0f57fa elementor-widget elementor-widget-text-editor\" data-id=\"a0f57fa\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.19.0 - 05-02-2024 *\/\n.elementor-widget-text-editor.elementor-drop-cap-view-stacked .elementor-drop-cap{background-color:#69727d;color:#fff}.elementor-widget-text-editor.elementor-drop-cap-view-framed .elementor-drop-cap{color:#69727d;border:3px solid;background-color:transparent}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap{margin-top:8px}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap-letter{width:1em;height:1em}.elementor-widget-text-editor .elementor-drop-cap{float:left;text-align:center;line-height:1;font-size:50px}.elementor-widget-text-editor .elementor-drop-cap-letter{display:inline-block}<\/style>\t\t\t\t<ul><li>FISR 2020: ResponsiX: Responsible and clinically deployable AI-driven evaluation of COVID-19 disease severity on Chest X-rays (PI Prof. Alberto Signoroni)<\/li><li>PRIN 2022: QT-Seed: Quality-of-life Technological and Societal Exploitation of ECG Diagnostics (PI prof. Riccardo Bernardini UniUD, vice-PI prof. Alberto Signoroni)<br \/><br \/><\/li><\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-61139f9 elementor-widget elementor-widget-heading\" data-id=\"61139f9\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Collaborations with institustions<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-022b000 e-flex e-con-boxed e-con e-parent\" data-id=\"022b000\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\" data-core-v316-plus=\"true\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0cfade0 elementor-widget elementor-widget-text-editor\" data-id=\"0cfade0\" data-element_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<ul><li>Institute of Neuroscience and Psychology, University of Glasgow, UK<\/li><li>Sagol Brain Institute, Tel Aviv Sourasky Medical Center, IL<\/li><li>Vivantes Klinikum, Berlin, DE<\/li><li>University Medical Center of Leiden, NL<\/li><\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-e3a6f8d e-flex e-con-boxed e-con e-parent\" data-id=\"e3a6f8d\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\" data-core-v316-plus=\"true\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-fd59b60 elementor-widget elementor-widget-heading\" data-id=\"fd59b60\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Collaboration with corps<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-a8e01ad e-flex e-con-boxed e-con e-parent\" data-id=\"a8e01ad\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\" data-core-v316-plus=\"true\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b3e09f9 elementor-widget elementor-widget-text-editor\" data-id=\"b3e09f9\" data-element_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<p>Copan Italia s.p.a. (microbiologia clinica), El.Co. s.r.l. (sistemi informativi medicali), S.P.E. Sistemi e Progetti Elettronici s.a.s. (sistemi informativi medicali, data center), Yonder s.r.l.(spin-off UniBS), Antares Vision s.p.a., Gexcel s.r.l. (spin-off UniBS)<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>AI for Clinical Microbiology Full Laboratory Automation is revolutionizing work habits in an increasing number of clinical microbiology facilities worldwide, generating huge streams of digital images for interpretation. Here is the work we did Chest X-Ray analysis Unveiling the Lungs through Deep Learning: A Peek into Chest X-ray Analysis Projects These projects highlight the multifaceted [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-16","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/medimint.unibs.it\/index.php\/wp-json\/wp\/v2\/pages\/16","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/medimint.unibs.it\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/medimint.unibs.it\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/medimint.unibs.it\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/medimint.unibs.it\/index.php\/wp-json\/wp\/v2\/comments?post=16"}],"version-history":[{"count":44,"href":"https:\/\/medimint.unibs.it\/index.php\/wp-json\/wp\/v2\/pages\/16\/revisions"}],"predecessor-version":[{"id":263,"href":"https:\/\/medimint.unibs.it\/index.php\/wp-json\/wp\/v2\/pages\/16\/revisions\/263"}],"wp:attachment":[{"href":"https:\/\/medimint.unibs.it\/index.php\/wp-json\/wp\/v2\/media?parent=16"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}