Member of the LITIS Lab council\u00a0 since 2012<\/li>\n<\/ul>\nTeaching related duties:<\/p>\n
\n- Head of the 2nd year of the Master SD (data science)<\/a> since 2020<\/li>\n
- Membre nomm\u00e9e du D\u00e9partement de Physique de l\u2019URN depuis 2017.<\/li>\n
- Responsible for UE5 Introduction to artificial intelligence<\/strong> to L1 students (250 students)<\/li>\n
- Tutor of one student of the MINMACS<\/a> graduate school (2023-25)<\/li>\n<\/ul>\n
\nNews:<\/p>\n
\n- Nov 2025: I will be Late-breaking work\/demo chair<\/strong> at the next XAI 2026 conference<\/a><\/li>\n
- Oct 2025: Our new PhD student Manon Lefeuvre has started her PhD (copsupervision with Zo\u00e9 Lambert<\/li>\n
- Oct 2025: explainability workshop<\/li>\n
- TO DO : FILL THE GAPS<\/li>\n
- On a Hybrid Joint Segmentation\/Multimodal Registration Model via Finite Distortion Mappings and Implicit Neural Representations<\/a><\/li>\n
- February 2025: I gave a talk on to introduce Artificial intelligence to high schoolers, at the Lyc\u00e9e Camille Saint-Saens in Rouen (Un chercheur, un enseignant, une classe)<\/li>\n
- January 2025: I am now a Senior Media Editor<\/strong> at IEEE Transaction on Medical Imaging<\/a><\/li>\n
- January 2025: I am co-organizing a special track on \u00ab\u00a0Actionable AI\u00a0\u00bb at the XAI world conference!<\/a><\/li>\n
- January 2025: I have been elected at the CFVU at the Universit\u00e9 de Rouen Normandie (Committee about the bachelor and master program of the URN)<\/li>\n
- November 2024: I gave a plenary talk in Marseille during the R&D imaging workshop\u00a0<\/a>on\u00a0Explainability in deep learning models in medical imaging<\/li>\n
- July 2024: MIDL 2024<\/a> took place!!!<\/li>\n
- June 2024: Our paper on \u00ab\u00a0MiSuRe is all you need to explain your image segmentation\u00a0\u00bb is now on ArXiV!<\/a> please check it out.<\/li>\n
- June 2024: I was invited to make a seminar at COMPASS<\/a>, University of Washington USA, title: \u00ab\u00a0Explainability in medical image segmentation models\u00a0\u00bb<\/li>\n
- May 2024: Our article with N. Hasany and F. M\u00e9riaudeau The Do\u2019s and Don\u2019ts of Grad-CAM in Image Segmentation as demonstrated on the Synapse multi-organ CT Dataset<\/a> has been accepted as a short paper at MIDL’24!<\/li>\n
- May 2024: the website for our Workshop on Explainability for Dense Prediction Models in Medical Image Analysis: EXPAND<\/a> at MICCAI 2024 is up and running!<\/li>\n
- April 204: I did a conference on AI for high-schoolers, Lyc\u00e9e Camille Saint-Saens, Rouen, 16 avril 2024: \u00ab\u00a0L’intelligence artificielle dans la soci\u00e9t\u00e9 de la connaissance\u00a0\u00bb<\/li>\n
- April 2024: Our article \u00ab\u00a0[Citation needed] Data usage and citation practices in medical imaging conferences\u00a0\u00bb<\/em><\/a> has been accepted at MIDL’24!<\/li>\n
- April 2024: I did a conference for the festival Entrevoir, Centre Andr\u00e9 Malraux, 6 avril 2024: \u00ab\u00a0L’intelligence artificielle: une fen\u00eatre sur l’image\u00a0\u00bb<\/a><\/li>\n
- March 2024: I did an expertise for the Department of Mathematics and Computer Science, University of Southern Denmark<\/li>\n
- March 2024: Our worshop on \u00ab\u00a0Explainability for Dense Prediction Models in Medical Image Analysis\u00a0\u00bb EXPAND, has been accepted at MICCAI’24! to be held in conjunction with iMIMIC<\/li>\n
- Feb 2024: Our paper on Data usage and citation practices in medical<\/a>
\nimaging conferences is now available on ArXiV!<\/li>\n- Feb 2024: I am part of the Program Committee of the XAI World Conference 2024<\/a><\/li>\n
- Jan 2024: Our book chapter on \u00ab\u00a0Blending variational approach and deep learning to enforce prior constraints in medical image segmentation\u00a0\u00bb has been released!<\/li>\n
- Oct 2023: I presented ChatGPT to high school students at the French National Science Fair (F\u00eate de la Science) link to video<\/a><\/li>\n
- Sept 2023: co-guest editoring a Special Issue to the IEEE JBHI on Foundation Models in Medical Imaging<\/a><\/li>\n
- August 2023: Honored to have been appointed as Associate Editor for IEEE Transactions on Medical Imaging<\/a><\/li>\n
- July 2023: I will be a co-chair for MIDL 2024<\/a> in Paris France \ud83d\ude42<\/li>\n
- July 2023: Our work on \u00ab\u00a0Can SegFormer be a True Competitor to U-Net for Medical Image Segmentation?\u00a0\u00bb was presented at MIU 2023<\/a> in Abderdeen Scotland<\/li>\n
- July 2023: Our work on \u00ab\u00a0On the Inclusion of Topological Requirements in CNNs for Semantic Segmentation Applied to Radiotherapy<\/a>\u00a0\u00bb was presented at SSVM in Italy<\/li>\n
- June 2023: Member of the midterm jury of Dovile Juoedlyte in IT University Copenhagen<\/li>\n
- April 2023: Our paper \u00ab\u00a0Seg-XRes-CAM: Explaining Spatially Local Regions in Image Segmentation\u00a0\u00bb with N. Hasany and F. M\u00e9riaudeau has been accepted for publication at the 2nd Explainable AI for Computer Vision Workshop (XAI4CV)<\/a> at CVPR in the *spotlight* session!<\/li>\n
- April 2023: I am an Area Chair for MICCAI 2023.<\/li>\n
- March 2023: I was invited to give a talk at IABM,<\/a> the 1st French Symposium on AI for biomedical imaging. My slides are here<\/a><\/li>\n
- March 2023: I am appointed to promote gender equity in my lab with colleague Julien Saunier<\/li>\n
- March 2023: Our paper with Zo\u00e9 Lambert and Carole Le Guyader \u00ab\u00a0On the Inclusion of Topological Requirements in CNNs for Semantic Segmentation Applied to Radiotherapy\u00a0\u00bb was accepted at SSVM2023<\/a>!<\/li>\n
- Feb 2023: I am an Area Chair for MIDL 2023.<\/a><\/li>\n
- Jan 2023: with Veronika Cheplygina, we have obtained a funding from the Danish Data Science Academy<\/a> so that Th\u00e9o Sourget<\/a> (a M2 student<\/a>) can make an internship at IT University of Copenhagen<\/li>\n
- Jan 2023: The work of my PhD student Syed Nouman Hasany\u00a0 \u201cA study of attention information from transformer layers in hybrid medical image segmentation networks<\/a>\u201d has been accepted at the SPIE Medical Imaging conference to be held in San Diego in 2023. Congratulations!<\/li>\n
- Nov 2022: I was invited to a conference-debate on AI and foundation models<\/a> by the chair LIAvignon.<\/li>\n
- Sept 2022: I am part of MICCAI 2022 Young Scientist Award Committee<\/a>.<\/li>\n
- Sept 2022: I am co-chair of the MICCAI workshop on Resource-Efficient Medical Image Analysis (REMIA)<\/a>, Singapour, 2022<\/li>\n
- May 2022: I gave a talk on to introduce Artificial intelligence to high schoolers, at the Lyc\u00e9e Camille Saint-Saens in Rouen.<\/li>\n
- April 2022: our paper with Zo\u00e9 Lambert and Carole Le Guyader \u00ab\u00a0Enforcing geometrical priors in deep networks for semantic segmentation applied to radiotherapy planning<\/a>\u00a0\u00bb has been accepted for publication in JMIV!<\/li>\n
- April 2022: I am an area chair for MICCAI 2022.<\/li>\n
- April 2022: I co-organized a workshop<\/a> for the \u00ab\u00a0Image\u00a0\u00bb research axis of the FR Normastic with A. Mahoubi (GREYC).<\/li>\n
- April 2022: my PhD student Jing Zhang has defended her PhD: \u00ab\u00a0Biomarker estimation from medical images: segmentation-based and segmentation-free approaches\u00a0\u00bb<\/li>\n
- March 1st: My ANR project MEDISEG<\/a> has officially started!<\/li>\n
- Feb 2022: We organized a workshop with the GdR ISIS Deep learning with weak or few labels in medical image analysis<\/a><\/li>\n
- Feb 2022: I am an Area Chair for the MIDL 2022<\/a> (Medical Imaging with Deep Learning) conference.<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"
Welcome to my page! I am a Full Professor at the University of Rouen Normandy (URN). Research: I am with the LITIS lab, and my research work deals with medical image\u00a0 analysis with machine learning. Teaching: I teach courses at both the undergraduate and the graduate level on topics such as digital signal and image … Continuer la lecture de Home<\/span> →<\/span><\/a><\/p>\n","protected":false},"author":26,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"open","template":"","meta":{"_acf_changed":false,"_exactmetrics_skip_tracking":false,"_exactmetrics_sitenote_active":false,"_exactmetrics_sitenote_note":"","_exactmetrics_sitenote_category":0,"footnotes":""},"class_list":["post-2","page","type-page","status-publish","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/pagesperso.litislab.fr\/cpetitjean\/wp-json\/wp\/v2\/pages\/2","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/pagesperso.litislab.fr\/cpetitjean\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/pagesperso.litislab.fr\/cpetitjean\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/pagesperso.litislab.fr\/cpetitjean\/wp-json\/wp\/v2\/users\/26"}],"replies":[{"embeddable":true,"href":"https:\/\/pagesperso.litislab.fr\/cpetitjean\/wp-json\/wp\/v2\/comments?post=2"}],"version-history":[{"count":127,"href":"https:\/\/pagesperso.litislab.fr\/cpetitjean\/wp-json\/wp\/v2\/pages\/2\/revisions"}],"predecessor-version":[{"id":2218,"href":"https:\/\/pagesperso.litislab.fr\/cpetitjean\/wp-json\/wp\/v2\/pages\/2\/revisions\/2218"}],"wp:attachment":[{"href":"https:\/\/pagesperso.litislab.fr\/cpetitjean\/wp-json\/wp\/v2\/media?parent=2"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}