{"id":1667,"date":"2022-06-17T15:18:52","date_gmt":"2022-06-17T13:18:52","guid":{"rendered":"https:\/\/wp.unil.ch\/mial\/?page_id=1667"},"modified":"2026-02-06T14:37:26","modified_gmt":"2026-02-06T13:37:26","slug":"thomas-sanchez","status":"publish","type":"page","link":"https:\/\/wp.unil.ch\/mial\/team\/thomas-sanchez\/","title":{"rendered":"Thomas Sanchez"},"content":{"rendered":"<div class=\"wp-block-image\">\n<figure class=\"alignleft size-full is-resized\"><img alt=\"\" loading=\"lazy\" decoding=\"async\" width=\"250\" height=\"300\" src=\"https:\/\/wp.unil.ch\/mial\/files\/2022\/06\/20220321_144735-1.jpeg\" alt=\"\" class=\"wp-image-1671\" style=\"width:234px;height:auto\" title=\"\" \/><\/figure>\n<\/div>\n\n\n<p><strong>Post-doc FNS<br><\/strong><em>University of Lausanne (UNIL) and Lausanne University Hospital (CHUV)<\/em><\/p>\n\n\n\n<p><strong><em>Affiliations<\/em><br>University of Lausanne, <\/strong>Center for Biomedical Imaging&nbsp;(CIBM)<br><strong>Lausanne&nbsp;University Hospital<\/strong>, Radiology Department (CHUV)<br><\/p>\n\n\n\n<p><strong><em>Contact<\/em><br>Email<\/strong>: thomas (dot) sanchez (at) unil (dot) ch<br><strong>Postal address<\/strong>: Centre de Recherche en Radiologie (BIO02), Rue du Bugnon 46, CH-1011 Lausanne<br><strong>Office<\/strong>: Route de la Corniche 10,\u00a0 CH-1010 Lausanne<br><strong>Website:<\/strong> <a href=\"https:\/\/t-sanchez.github.io\/\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/t-sanchez.github.io\/<\/a><br><strong>Google<\/strong> <strong>Scholar<\/strong>: <a href=\"https:\/\/scholar.google.com\/citations?user=lpL7C1YAAAAJ&amp;hl=fr\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/scholar.google.com\/citations?user=lpL7C1YAAAAJ&amp;hl=fr<\/a><\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><strong>Research interests<\/strong><\/p>\n\n\n\n<p>Thomas&#8217; research at MIAL focuses on fetal brain MRI. His aim is to build robust reconstruction and analysis pipelines. He develops protocols and automated methods for quality control, and works as well on reconstruction and segmentation problems.<\/p>\n\n\n\n<p>His research interests revolve around the application of deep learning to medical imaging, in particular MRI. He cares a lot about making deep learning models more robust, either by design or through more robust validation procedures. He is also broadly interested by generative models, inverse problems, variational inference and experiment design.<\/p>\n\n\n\n<p><strong>Short Bio<\/strong><\/p>\n\n\n\n<p>Thomas obtained from EPFL his master degree in Computational Science and Engineering in 2018 as well as his PhD in Computer Science in 2022. In his thesis, he focused on optimizing Cartesian sampling masks for accelerated MRI, with the goal of achieving the best image quality with the shortest acquisition time. In this context, he worked with both classical and deep learning methods for reconstruction, as well as reinforcement learning approaches for optimizing sampling masks. In 2022, Thomas joined the Medical Image Analysis Laboratory (MIAL) as a postdoctoral researcher. He works on deep learning-based quality control of fetal brain MRI as well as 3D super-resolution reconstruction.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Post-doc FNSUniversity of Lausanne (UNIL) and Lausanne University Hospital (CHUV) AffiliationsUniversity of Lausanne, Center for Biomedical Imaging&nbsp;(CIBM)Lausanne&nbsp;University Hospital, Radiology Department (CHUV) ContactEmail: thomas (dot) sanchez (at) unil (dot) chPostal address: Centre de Recherche en Radiologie (BIO02), Rue du Bugnon 46,<\/p>\n","protected":false},"author":1002368,"featured_media":0,"parent":153,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_seopress_robots_primary_cat":"","_seopress_titles_title":"","_seopress_titles_desc":"","_seopress_robots_index":"","footnotes":""},"class_list":["post-1667","page","type-page","status-publish"],"_links":{"self":[{"href":"https:\/\/wp.unil.ch\/mial\/wp-json\/wp\/v2\/pages\/1667","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/wp.unil.ch\/mial\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/wp.unil.ch\/mial\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/wp.unil.ch\/mial\/wp-json\/wp\/v2\/users\/1002368"}],"replies":[{"embeddable":true,"href":"https:\/\/wp.unil.ch\/mial\/wp-json\/wp\/v2\/comments?post=1667"}],"version-history":[{"count":5,"href":"https:\/\/wp.unil.ch\/mial\/wp-json\/wp\/v2\/pages\/1667\/revisions"}],"predecessor-version":[{"id":2009,"href":"https:\/\/wp.unil.ch\/mial\/wp-json\/wp\/v2\/pages\/1667\/revisions\/2009"}],"up":[{"embeddable":true,"href":"https:\/\/wp.unil.ch\/mial\/wp-json\/wp\/v2\/pages\/153"}],"wp:attachment":[{"href":"https:\/\/wp.unil.ch\/mial\/wp-json\/wp\/v2\/media?parent=1667"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}