{"id":"https://openalex.org/W4401751144","doi":"https://doi.org/10.1109/isbi56570.2024.10635336","title":"Deep Learning-Based Left Heart Chambers Segmentation and Strain Analysis from Dynamic MRI Images","display_name":"Deep Learning-Based Left Heart Chambers Segmentation and Strain Analysis from Dynamic MRI Images","publication_year":2024,"publication_date":"2024-05-27","ids":{"openalex":"https://openalex.org/W4401751144","doi":"https://doi.org/10.1109/isbi56570.2024.10635336"},"language":"en","primary_location":{"id":"doi:10.1109/isbi56570.2024.10635336","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/isbi56570.2024.10635336","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.science/hal-04677983/document","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5114211578","display_name":"Jonas Leite","orcid":null},"institutions":[{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"funder","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210118047","display_name":"Laboratoire d\u2019Imagerie Biom\u00e9dicale","ror":"https://ror.org/02b9znm90","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I154526488","https://openalex.org/I39804081","https://openalex.org/I4210096427","https://openalex.org/I4210118047"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Jonas Leite","raw_affiliation_strings":["Sorbonne Université, INSERM, CNRS,Laboratoire D’Imagerie Biomédicale (LIB),Paris,France"],"affiliations":[{"raw_affiliation_string":"Sorbonne Université, INSERM, CNRS,Laboratoire D’Imagerie Biomédicale (LIB),Paris,France","institution_ids":["https://openalex.org/I154526488","https://openalex.org/I39804081","https://openalex.org/I1294671590","https://openalex.org/I4210118047"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005395611","display_name":"Moussa Gueda","orcid":null},"institutions":[{"id":"https://openalex.org/I4210118047","display_name":"Laboratoire d\u2019Imagerie Biom\u00e9dicale","ror":"https://ror.org/02b9znm90","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I154526488","https://openalex.org/I39804081","https://openalex.org/I4210096427","https://openalex.org/I4210118047"]},{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"funder","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1294671590"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Moussa Gueda","raw_affiliation_strings":["Sorbonne Université, INSERM, CNRS,Laboratoire D’Imagerie Biomédicale (LIB),Paris,France"],"affiliations":[{"raw_affiliation_string":"Sorbonne Université, INSERM, CNRS,Laboratoire D’Imagerie Biomédicale (LIB),Paris,France","institution_ids":["https://openalex.org/I154526488","https://openalex.org/I39804081","https://openalex.org/I1294671590","https://openalex.org/I4210118047"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060377756","display_name":"\u00c9milie Bollache","orcid":"https://orcid.org/0000-0002-0480-4028"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210118047","display_name":"Laboratoire d\u2019Imagerie Biom\u00e9dicale","ror":"https://ror.org/02b9znm90","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I154526488","https://openalex.org/I39804081","https://openalex.org/I4210096427","https://openalex.org/I4210118047"]},{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"funder","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Emilie Bollache","raw_affiliation_strings":["Sorbonne Université, INSERM, CNRS,Laboratoire D’Imagerie Biomédicale (LIB),Paris,France"],"affiliations":[{"raw_affiliation_string":"Sorbonne Université, INSERM, CNRS,Laboratoire D’Imagerie Biomédicale (LIB),Paris,France","institution_ids":["https://openalex.org/I154526488","https://openalex.org/I39804081","https://openalex.org/I1294671590","https://openalex.org/I4210118047"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029379566","display_name":"Khaoula Bouazizi","orcid":"https://orcid.org/0000-0001-9492-4703"},"institutions":[{"id":"https://openalex.org/I4210118047","display_name":"Laboratoire d\u2019Imagerie Biom\u00e9dicale","ror":"https://ror.org/02b9znm90","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I154526488","https://openalex.org/I39804081","https://openalex.org/I4210096427","https://openalex.org/I4210118047"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"funder","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Khaoula Bouazizi","raw_affiliation_strings":["Sorbonne Université, INSERM, CNRS,Laboratoire D’Imagerie Biomédicale (LIB),Paris,France"],"affiliations":[{"raw_affiliation_string":"Sorbonne Université, INSERM, CNRS,Laboratoire D’Imagerie Biomédicale (LIB),Paris,France","institution_ids":["https://openalex.org/I154526488","https://openalex.org/I39804081","https://openalex.org/I1294671590","https://openalex.org/I4210118047"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5095691536","display_name":"Perrine Marsac","orcid":null},"institutions":[{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]},{"id":"https://openalex.org/I4210118047","display_name":"Laboratoire d\u2019Imagerie Biom\u00e9dicale","ror":"https://ror.org/02b9znm90","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I154526488","https://openalex.org/I39804081","https://openalex.org/I4210096427","https://openalex.org/I4210118047"]},{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"funder","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1294671590"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Perrine Marsac","raw_affiliation_strings":["Sorbonne Université, INSERM, CNRS,Laboratoire D’Imagerie Biomédicale (LIB),Paris,France"],"affiliations":[{"raw_affiliation_string":"Sorbonne Université, INSERM, CNRS,Laboratoire D’Imagerie Biomédicale (LIB),Paris,France","institution_ids":["https://openalex.org/I154526488","https://openalex.org/I39804081","https://openalex.org/I1294671590","https://openalex.org/I4210118047"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048226765","display_name":"Thomas Wallet","orcid":null},"institutions":[{"id":"https://openalex.org/I4210118047","display_name":"Laboratoire d\u2019Imagerie Biom\u00e9dicale","ror":"https://ror.org/02b9znm90","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I154526488","https://openalex.org/I39804081","https://openalex.org/I4210096427","https://openalex.org/I4210118047"]},{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"funder","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1294671590"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Thomas Wallet","raw_affiliation_strings":["Sorbonne Université, INSERM, CNRS,Laboratoire D’Imagerie Biomédicale (LIB),Paris,France"],"affiliations":[{"raw_affiliation_string":"Sorbonne Université, INSERM, CNRS,Laboratoire D’Imagerie Biomédicale (LIB),Paris,France","institution_ids":["https://openalex.org/I154526488","https://openalex.org/I39804081","https://openalex.org/I1294671590","https://openalex.org/I4210118047"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060934847","display_name":"Mika\u00ebl Prigent","orcid":null},"institutions":[{"id":"https://openalex.org/I4210154657","display_name":"Fondation pour l\u2019innovation en Cadiom\u00e9tabolisme et Nutrition","ror":"https://ror.org/050c3pq49","country_code":"FR","type":"funder","lineage":["https://openalex.org/I154526488","https://openalex.org/I39804081","https://openalex.org/I4210097159","https://openalex.org/I4210154657"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Mika\u00ebl Prigent","raw_affiliation_strings":["Institute of Cardiometabolism and Nutrition (ICAN),Paris,France"],"affiliations":[{"raw_affiliation_string":"Institute of Cardiometabolism and Nutrition (ICAN),Paris,France","institution_ids":["https://openalex.org/I4210154657"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049695587","display_name":"Vincent Nguyen","orcid":"https://orcid.org/0000-0002-6695-7943"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"funder","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]},{"id":"https://openalex.org/I4210118047","display_name":"Laboratoire d\u2019Imagerie Biom\u00e9dicale","ror":"https://ror.org/02b9znm90","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I154526488","https://openalex.org/I39804081","https://openalex.org/I4210096427","https://openalex.org/I4210118047"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Vincent Nguyen","raw_affiliation_strings":["Sorbonne Université, INSERM, CNRS,Laboratoire D’Imagerie Biomédicale (LIB),Paris,France"],"affiliations":[{"raw_affiliation_string":"Sorbonne Université, INSERM, CNRS,Laboratoire D’Imagerie Biomédicale (LIB),Paris,France","institution_ids":["https://openalex.org/I154526488","https://openalex.org/I39804081","https://openalex.org/I1294671590","https://openalex.org/I4210118047"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039736453","display_name":"J\u00e9r\u00f4me Lamy","orcid":"https://orcid.org/0000-0003-1931-2971"},"institutions":[{"id":"https://openalex.org/I4210118047","display_name":"Laboratoire d\u2019Imagerie Biom\u00e9dicale","ror":"https://ror.org/02b9znm90","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I154526488","https://openalex.org/I39804081","https://openalex.org/I4210096427","https://openalex.org/I4210118047"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]},{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"funder","lineage":["https://openalex.org/I154526488"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"J\u00e9r\u00f4me Lamy","raw_affiliation_strings":["Sorbonne Université, INSERM, CNRS,Laboratoire D’Imagerie Biomédicale (LIB),Paris,France"],"affiliations":[{"raw_affiliation_string":"Sorbonne Université, INSERM, CNRS,Laboratoire D’Imagerie Biomédicale (LIB),Paris,France","institution_ids":["https://openalex.org/I154526488","https://openalex.org/I39804081","https://openalex.org/I1294671590","https://openalex.org/I4210118047"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072622505","display_name":"Antonio Gallo","orcid":"https://orcid.org/0000-0002-8887-994X"},"institutions":[{"id":"https://openalex.org/I4210118047","display_name":"Laboratoire d\u2019Imagerie Biom\u00e9dicale","ror":"https://ror.org/02b9znm90","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I154526488","https://openalex.org/I39804081","https://openalex.org/I4210096427","https://openalex.org/I4210118047"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]},{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"funder","lineage":["https://openalex.org/I154526488"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Antonio Gallo","raw_affiliation_strings":["Sorbonne Université, INSERM, CNRS,Laboratoire D’Imagerie Biomédicale (LIB),Paris,France"],"affiliations":[{"raw_affiliation_string":"Sorbonne Université, INSERM, CNRS,Laboratoire D’Imagerie Biomédicale (LIB),Paris,France","institution_ids":["https://openalex.org/I154526488","https://openalex.org/I39804081","https://openalex.org/I1294671590","https://openalex.org/I4210118047"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058102414","display_name":"\u00c9lie Mousseaux","orcid":"https://orcid.org/0000-0002-8076-1445"},"institutions":[{"id":"https://openalex.org/I4210102325","display_name":"H\u00f4pital Europ\u00e9en Georges-Pompidou","ror":"https://ror.org/016vx5156","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I4210097159","https://openalex.org/I4210102325","https://openalex.org/I4210120235"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Elie Mousseaux","raw_affiliation_strings":["European Hospital Georges Pompidou,Paris,France"],"affiliations":[{"raw_affiliation_string":"European Hospital Georges Pompidou,Paris,France","institution_ids":["https://openalex.org/I4210102325"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023958034","display_name":"Alban Redheuil","orcid":"https://orcid.org/0000-0002-1002-9902"},"institutions":[{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"funder","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I4210118047","display_name":"Laboratoire d\u2019Imagerie Biom\u00e9dicale","ror":"https://ror.org/02b9znm90","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I154526488","https://openalex.org/I39804081","https://openalex.org/I4210096427","https://openalex.org/I4210118047"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Alban Redheuil","raw_affiliation_strings":["Sorbonne Université, INSERM, CNRS,Laboratoire D’Imagerie Biomédicale (LIB),Paris,France"],"affiliations":[{"raw_affiliation_string":"Sorbonne Université, INSERM, CNRS,Laboratoire D’Imagerie Biomédicale (LIB),Paris,France","institution_ids":["https://openalex.org/I154526488","https://openalex.org/I39804081","https://openalex.org/I1294671590","https://openalex.org/I4210118047"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027244910","display_name":"Gilles Montalescot","orcid":"https://orcid.org/0000-0003-0824-6809"},"institutions":[{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]},{"id":"https://openalex.org/I4210097159","display_name":"Assistance Publique \u2013 H\u00f4pitaux de Paris","ror":"https://ror.org/00pg5jh14","country_code":"FR","type":"funder","lineage":["https://openalex.org/I4210097159"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Gilles Montalescot","raw_affiliation_strings":["Sorbonne University,ACTION Group, Pitié-Salpêtrière Hospital (AP-HP),Paris,France"],"affiliations":[{"raw_affiliation_string":"Sorbonne University,ACTION Group, Pitié-Salpêtrière Hospital (AP-HP),Paris,France","institution_ids":["https://openalex.org/I39804081","https://openalex.org/I4210097159"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047894074","display_name":"Thomas Dietenbeck","orcid":"https://orcid.org/0000-0001-5643-0497"},"institutions":[{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"funder","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210118047","display_name":"Laboratoire d\u2019Imagerie Biom\u00e9dicale","ror":"https://ror.org/02b9znm90","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I154526488","https://openalex.org/I39804081","https://openalex.org/I4210096427","https://openalex.org/I4210118047"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Thomas Dietenbeck","raw_affiliation_strings":["Sorbonne Université, INSERM, CNRS,Laboratoire D’Imagerie Biomédicale (LIB),Paris,France"],"affiliations":[{"raw_affiliation_string":"Sorbonne Université, INSERM, CNRS,Laboratoire D’Imagerie Biomédicale (LIB),Paris,France","institution_ids":["https://openalex.org/I154526488","https://openalex.org/I39804081","https://openalex.org/I1294671590","https://openalex.org/I4210118047"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019742391","display_name":"Nadjia Kachenoura","orcid":"https://orcid.org/0000-0002-5269-3246"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210118047","display_name":"Laboratoire d\u2019Imagerie Biom\u00e9dicale","ror":"https://ror.org/02b9znm90","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I154526488","https://openalex.org/I39804081","https://openalex.org/I4210096427","https://openalex.org/I4210118047"]},{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"funder","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Nadjia Kachenoura","raw_affiliation_strings":["Sorbonne Université, INSERM, CNRS,Laboratoire D’Imagerie Biomédicale (LIB),Paris,France"],"affiliations":[{"raw_affiliation_string":"Sorbonne Université, INSERM, CNRS,Laboratoire D’Imagerie Biomédicale (LIB),Paris,France","institution_ids":["https://openalex.org/I154526488","https://openalex.org/I39804081","https://openalex.org/I1294671590","https://openalex.org/I4210118047"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":15,"corresponding_author_ids":["https://openalex.org/A5114211578"],"corresponding_institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I154526488","https://openalex.org/I39804081","https://openalex.org/I4210118047"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.22694844,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10372","display_name":"Cardiac Imaging and Diagnostics","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10372","display_name":"Cardiac Imaging and Diagnostics","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10821","display_name":"Cardiovascular Function and Risk Factors","score":0.9939000010490417,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T12386","display_name":"Advanced X-ray and CT Imaging","score":0.9919000267982483,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5689472556114197},{"id":"https://openalex.org/keywords/strain","display_name":"Strain (injury)","score":0.535366952419281},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5193637013435364},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.46491557359695435},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.45486706495285034},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4363098442554474},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.41529086232185364},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2756172716617584},{"id":"https://openalex.org/keywords/anatomy","display_name":"Anatomy","score":0.222545325756073}],"concepts":[{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5689472556114197},{"id":"https://openalex.org/C2778022156","wikidata":"https://www.wikidata.org/wiki/Q576145","display_name":"Strain (injury)","level":2,"score":0.535366952419281},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5193637013435364},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.46491557359695435},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.45486706495285034},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4363098442554474},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.41529086232185364},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2756172716617584},{"id":"https://openalex.org/C105702510","wikidata":"https://www.wikidata.org/wiki/Q514","display_name":"Anatomy","level":1,"score":0.222545325756073}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/isbi56570.2024.10635336","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/isbi56570.2024.10635336","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-04677983v1","is_oa":true,"landing_page_url":"https://hal.science/hal-04677983","pdf_url":"https://hal.science/hal-04677983/document","source":{"id":"https://openalex.org/S4406922461","display_name":"SPIRE - Sciences Po Institutional REpository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2024 IEEE International Symposium on Biomedical Imaging (ISBI), May 2024, Ath\u00e8nes, Greece. pp.1-4, ⟨10.1109/ISBI56570.2024.10635336⟩","raw_type":"Conference papers"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-04677983v1","is_oa":true,"landing_page_url":"https://hal.science/hal-04677983","pdf_url":"https://hal.science/hal-04677983/document","source":{"id":"https://openalex.org/S4406922461","display_name":"SPIRE - Sciences Po Institutional REpository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2024 IEEE International Symposium on Biomedical Imaging (ISBI), May 2024, Ath\u00e8nes, Greece. pp.1-4, ⟨10.1109/ISBI56570.2024.10635336⟩","raw_type":"Conference papers"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4401751144.pdf"},"referenced_works_count":14,"referenced_works":["https://openalex.org/W2004170099","https://openalex.org/W2137063708","https://openalex.org/W2276542978","https://openalex.org/W2546447965","https://openalex.org/W2607073213","https://openalex.org/W2768280970","https://openalex.org/W2803176574","https://openalex.org/W2914410118","https://openalex.org/W2991286928","https://openalex.org/W3037866677","https://openalex.org/W3079369159","https://openalex.org/W3111746968","https://openalex.org/W4295122555","https://openalex.org/W4382394000"],"related_works":["https://openalex.org/W4375867731","https://openalex.org/W2611989081","https://openalex.org/W4230611425","https://openalex.org/W2731899572","https://openalex.org/W4294635752","https://openalex.org/W4304166257","https://openalex.org/W4383066092","https://openalex.org/W3215138031","https://openalex.org/W4379231730","https://openalex.org/W1522196789"],"abstract_inverted_index":{"Feature":[0],"tracking":[1],"(FT)":[2],"is":[3,24],"increasingly":[4],"used":[5],"on":[6,31,67,96],"dynamic":[7],"magnetic":[8],"resonance":[9],"images":[10],"for":[11,85,89,94,122,126,132,136],"myocardial":[12],"strain":[13,61,109],"evaluation,":[14],"but":[15],"often":[16],"requires":[17],"manual":[18],"initialization":[19],"of":[20,28,73,83,100,142],"heart":[21],"chambers,":[22],"which":[23],"tedious":[25],"and":[26,56,60,70,77,92,106,124,128,134,147],"source":[27],"variability,":[29],"especially":[30],"the":[32,97],"challenging":[33],"long":[34],"axis":[35],"images.":[36],"Accordingly,":[37],"we":[38],"combined":[39],"a":[40,68],"deep":[41],"learning":[42],"(DL)":[43],"approach":[44,64,144],"with":[45,114],"FT":[46],"(DL-FT)":[47],"to":[48],"provide":[49],"fully":[50],"automated":[51],"time-resolved":[52],"left":[53],"ventricular":[54],"(LV)":[55],"atrial":[57],"(LA)":[58],"delineation":[59],"analysis.":[62],"This":[63],"was":[65],"tested":[66],"multi-center":[69],"multi-vendor":[71],"database":[72],"684":[74],"healthy":[75],"controls":[76],"patients.":[78],"DL-initialization":[79],"achieved":[80],"Dice":[81],"scores":[82],"0.89\u00b10.11":[84],"LV":[86,90,107,123,133],"endocardium,":[87],"0.93\u00b10.07":[88],"epicardium":[91],"0.89\u00b10.10":[93],"LA":[95,105,127],"testing":[98],"set":[99],"108":[101],"datasets":[102],"(2-and":[103],"4-chambers).":[104],"DL-FT":[108],"peaks":[110],"were":[111],"highly":[112],"associated":[113],"expert":[115],"strains":[116],"as":[117],"revealed":[118,140],"by":[119],"correlation":[120],"coefficients=0.96":[121],"\u22650.70":[125],"mean":[129],"Bland-Altman":[130],"biases=0.62%":[131],"<1%":[135],"LA.":[137],"Results":[138],"also":[139],"stability":[141],"our":[143],"over":[145],"vendors":[146],"field":[148],"strengths.":[149]},"counts_by_year":[],"updated_date":"2026-03-11T14:59:36.786465","created_date":"2025-10-10T00:00:00"}