{"id":285,"date":"2025-08-26T19:37:31","date_gmt":"2025-08-26T17:37:31","guid":{"rendered":"https:\/\/www.msnobile.eu\/?page_id=285"},"modified":"2025-08-26T19:37:48","modified_gmt":"2025-08-26T17:37:48","slug":"proteomics","status":"publish","type":"page","link":"https:\/\/www.msnobile.eu\/index.php\/proteomics\/","title":{"rendered":"Proteomics (MALDI)"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">I cooperate with the researchers of the University of Milano-Bicocca on the development of both <strong>supervised and unsupervised machine learning <\/strong>methods for the analysis of <strong>proteomics data <\/strong>produced with <strong>MALDI-MSI<\/strong>. Some examples are: <\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S0957417422023144?CMX_ID=&amp;SIS_ID=&amp;dgcid=STMJ_AUTH_SERV_PUBLISHED&amp;utm_acid=268941209&amp;utm_campaign=STMJ_AUTH_SERV_PUBLISHED&amp;utm_in=DM318487&amp;utm_medium=email&amp;utm_source=AC_\">DSUUL: discrimination of spectra using self-organizing maps<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.mdpi.com\/2571-905X\/8\/3\/57\">An investigation of pre-processing steps in MALDI-MSI<\/a><\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">We also work on <strong>multi-modal machine learning<\/strong>, e.g., exploiting both MALDI imaging and whole slide imaging.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"> <\/p>\n","protected":false},"excerpt":{"rendered":"<p>I cooperate with the researchers of the University of Milano-Bicocca on the development of both supervised and unsupervised machine learning methods for the analysis of proteomics data produced with MALDI-MSI. Some examples are: We also work on multi-modal machine learning, e.g., exploiting both MALDI imaging and whole slide imaging.<\/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-285","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/www.msnobile.eu\/index.php\/wp-json\/wp\/v2\/pages\/285","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.msnobile.eu\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.msnobile.eu\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.msnobile.eu\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.msnobile.eu\/index.php\/wp-json\/wp\/v2\/comments?post=285"}],"version-history":[{"count":3,"href":"https:\/\/www.msnobile.eu\/index.php\/wp-json\/wp\/v2\/pages\/285\/revisions"}],"predecessor-version":[{"id":288,"href":"https:\/\/www.msnobile.eu\/index.php\/wp-json\/wp\/v2\/pages\/285\/revisions\/288"}],"wp:attachment":[{"href":"https:\/\/www.msnobile.eu\/index.php\/wp-json\/wp\/v2\/media?parent=285"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}