{"id":"https://openalex.org/W3197370269","doi":"https://doi.org/10.1117/12.2612912","title":"Axial multi-layer perceptron architecture for automatic segmentation of choroid plexus in multiple sclerosis","display_name":"Axial multi-layer perceptron architecture for automatic segmentation of choroid plexus in multiple sclerosis","publication_year":2022,"publication_date":"2022-03-31","ids":{"openalex":"https://openalex.org/W3197370269","doi":"https://doi.org/10.1117/12.2612912","mag":"3197370269"},"language":"en","primary_location":{"id":"doi:10.1117/12.2612912","is_oa":false,"landing_page_url":"https://doi.org/10.1117/12.2612912","pdf_url":null,"source":{"id":"https://openalex.org/S4363607561","display_name":"Medical Imaging 2022: Image Processing","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Medical Imaging 2022: Image Processing","raw_type":"proceedings-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2109.03778","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5080834036","display_name":"Marius Schmidt-Mengin","orcid":null},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en sciences et technologies du num\u00e9rique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283"]},{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","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/I4210097159","display_name":"Assistance Publique \u2013 H\u00f4pitaux de Paris","ror":"https://ror.org/00pg5jh14","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I4210097159"]},{"id":"https://openalex.org/I4210152724","display_name":"Institut du Cerveau","ror":"https://ror.org/050gn5214","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/I4210152724"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Marius Schmidt-Mengin","raw_affiliation_strings":["Inria (France)","Sorbonne Univ., Paris Brain Institute, Inserm, CNRS, AP-HP (France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Inria (France)","institution_ids":["https://openalex.org/I1326498283"]},{"raw_affiliation_string":"Sorbonne Univ., Paris Brain Institute, Inserm, CNRS, AP-HP (France)","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4210097159","https://openalex.org/I39804081","https://openalex.org/I4210152724","https://openalex.org/I154526488"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051032795","display_name":"Vito A. G. Ricigliano","orcid":"https://orcid.org/0000-0002-8860-3548"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","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/I4210097159","display_name":"Assistance Publique \u2013 H\u00f4pitaux de Paris","ror":"https://ror.org/00pg5jh14","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I4210097159"]},{"id":"https://openalex.org/I4210152724","display_name":"Institut du Cerveau","ror":"https://ror.org/050gn5214","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/I4210152724"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Vito A. G. Ricigliano","raw_affiliation_strings":["Sorbonne Univ., Paris Brain Institute, Inserm, CNRS, AP-HP (France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sorbonne Univ., Paris Brain Institute, Inserm, CNRS, AP-HP (France)","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4210097159","https://openalex.org/I39804081","https://openalex.org/I4210152724","https://openalex.org/I154526488"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068539014","display_name":"Benedetta Bodini","orcid":"https://orcid.org/0000-0001-8010-1220"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","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/I4210097159","display_name":"Assistance Publique \u2013 H\u00f4pitaux de Paris","ror":"https://ror.org/00pg5jh14","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I4210097159"]},{"id":"https://openalex.org/I4210102928","display_name":"H\u00f4pital Saint-Antoine","ror":"https://ror.org/01875pg84","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I4210097159","https://openalex.org/I4210102928"]},{"id":"https://openalex.org/I4210152724","display_name":"Institut du Cerveau","ror":"https://ror.org/050gn5214","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/I4210152724"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Benedetta Bodini","raw_affiliation_strings":["AP-HP, Hopital Saint-Antoine, DMY Neurosciences (France)","Sorbonne Univ., Paris Brain Institute, Inserm, CNRS, AP-HP (France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"AP-HP, Hopital Saint-Antoine, DMY Neurosciences (France)","institution_ids":["https://openalex.org/I4210102928","https://openalex.org/I39804081","https://openalex.org/I4210097159"]},{"raw_affiliation_string":"Sorbonne Univ., Paris Brain Institute, Inserm, CNRS, AP-HP (France)","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4210097159","https://openalex.org/I39804081","https://openalex.org/I4210152724","https://openalex.org/I154526488"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089217148","display_name":"Emanuele Morena","orcid":"https://orcid.org/0000-0002-0812-3481"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","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/I4210097159","display_name":"Assistance Publique \u2013 H\u00f4pitaux de Paris","ror":"https://ror.org/00pg5jh14","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I4210097159"]},{"id":"https://openalex.org/I4210152724","display_name":"Institut du Cerveau","ror":"https://ror.org/050gn5214","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/I4210152724"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Emanuele Morena","raw_affiliation_strings":["Sorbonne Univ., Paris Brain Institute, Inserm, CNRS, AP-HP (France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sorbonne Univ., Paris Brain Institute, Inserm, CNRS, AP-HP (France)","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4210097159","https://openalex.org/I39804081","https://openalex.org/I4210152724","https://openalex.org/I154526488"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109439454","display_name":"Annalisa Colombi","orcid":null},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","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/I4210097159","display_name":"Assistance Publique \u2013 H\u00f4pitaux de Paris","ror":"https://ror.org/00pg5jh14","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I4210097159"]},{"id":"https://openalex.org/I4210152724","display_name":"Institut du Cerveau","ror":"https://ror.org/050gn5214","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/I4210152724"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Annalisa Colombi","raw_affiliation_strings":["Sorbonne Univ., Paris Brain Institute, Inserm, CNRS, AP-HP (France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sorbonne Univ., Paris Brain Institute, Inserm, CNRS, AP-HP (France)","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4210097159","https://openalex.org/I39804081","https://openalex.org/I4210152724","https://openalex.org/I154526488"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112682479","display_name":"Maryem Hamzaoui","orcid":null},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","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/I4210097159","display_name":"Assistance Publique \u2013 H\u00f4pitaux de Paris","ror":"https://ror.org/00pg5jh14","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I4210097159"]},{"id":"https://openalex.org/I4210152724","display_name":"Institut du Cerveau","ror":"https://ror.org/050gn5214","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/I4210152724"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Maryem Hamzaoui","raw_affiliation_strings":["Sorbonne Univ., Paris Brain Institute, Inserm, CNRS, AP-HP (France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sorbonne Univ., Paris Brain Institute, Inserm, CNRS, AP-HP (France)","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4210097159","https://openalex.org/I39804081","https://openalex.org/I4210152724","https://openalex.org/I154526488"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113333956","display_name":"Arya Yazdan Panah","orcid":null},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","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/I4210097159","display_name":"Assistance Publique \u2013 H\u00f4pitaux de Paris","ror":"https://ror.org/00pg5jh14","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I4210097159"]},{"id":"https://openalex.org/I4210152724","display_name":"Institut du Cerveau","ror":"https://ror.org/050gn5214","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/I4210152724"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Arya Yazdan Panah","raw_affiliation_strings":["Sorbonne Univ., Paris Brain Institute, Inserm, CNRS, AP-HP (France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sorbonne Univ., Paris Brain Institute, Inserm, CNRS, AP-HP (France)","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4210097159","https://openalex.org/I39804081","https://openalex.org/I4210152724","https://openalex.org/I154526488"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004199452","display_name":"Bruno Stankoff","orcid":"https://orcid.org/0000-0002-9631-4674"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","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/I4210097159","display_name":"Assistance Publique \u2013 H\u00f4pitaux de Paris","ror":"https://ror.org/00pg5jh14","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I4210097159"]},{"id":"https://openalex.org/I4210102928","display_name":"H\u00f4pital Saint-Antoine","ror":"https://ror.org/01875pg84","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I4210097159","https://openalex.org/I4210102928"]},{"id":"https://openalex.org/I4210152724","display_name":"Institut du Cerveau","ror":"https://ror.org/050gn5214","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/I4210152724"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Bruno Stankoff","raw_affiliation_strings":["AP-HP, Hopital Saint-Antoine, DMU Neurosciences (France)","Sorbonne Univ., Paris Brain Institute, Inserm, CNRS, AP-HP (France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"AP-HP, Hopital Saint-Antoine, DMU Neurosciences (France)","institution_ids":["https://openalex.org/I4210102928","https://openalex.org/I39804081","https://openalex.org/I4210097159"]},{"raw_affiliation_string":"Sorbonne Univ., Paris Brain Institute, Inserm, CNRS, AP-HP (France)","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4210097159","https://openalex.org/I39804081","https://openalex.org/I4210152724","https://openalex.org/I154526488"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005778444","display_name":"Olivier Colliot","orcid":"https://orcid.org/0000-0002-9836-654X"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en sciences et technologies du num\u00e9rique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283"]},{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","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/I4210097159","display_name":"Assistance Publique \u2013 H\u00f4pitaux de Paris","ror":"https://ror.org/00pg5jh14","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I4210097159"]},{"id":"https://openalex.org/I4210152724","display_name":"Institut du Cerveau","ror":"https://ror.org/050gn5214","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/I4210152724"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Olivier Colliot","raw_affiliation_strings":["Inria (France)","Sorbonne Univ., Paris Brain Institute, Inserm, CNRS, AP-HP (France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Inria (France)","institution_ids":["https://openalex.org/I1326498283"]},{"raw_affiliation_string":"Sorbonne Univ., Paris Brain Institute, Inserm, CNRS, AP-HP (France)","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4210097159","https://openalex.org/I39804081","https://openalex.org/I4210152724","https://openalex.org/I154526488"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.432,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.93240824,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"6","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11304","display_name":"Advanced Neuroimaging Techniques and Applications","score":0.9991999864578247,"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/T11304","display_name":"Advanced Neuroimaging Techniques and Applications","score":0.9991999864578247,"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9962000250816345,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9944000244140625,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/choroid-plexus","display_name":"Choroid plexus","score":0.8769726157188416},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6931542158126831},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6605330109596252},{"id":"https://openalex.org/keywords/perceptron","display_name":"Perceptron","score":0.6294516921043396},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6256362199783325},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6170707941055298},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5423544049263},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5330499410629272},{"id":"https://openalex.org/keywords/lateral-ventricles","display_name":"Lateral ventricles","score":0.4969158470630646},{"id":"https://openalex.org/keywords/voxel","display_name":"Voxel","score":0.4636010229587555},{"id":"https://openalex.org/keywords/cerebrospinal-fluid","display_name":"Cerebrospinal fluid","score":0.44063544273376465},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.30741995573043823},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.21146005392074585},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.20127102732658386},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.07117736339569092}],"concepts":[{"id":"https://openalex.org/C2776538271","wikidata":"https://www.wikidata.org/wiki/Q926250","display_name":"Choroid plexus","level":3,"score":0.8769726157188416},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6931542158126831},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6605330109596252},{"id":"https://openalex.org/C60908668","wikidata":"https://www.wikidata.org/wiki/Q690207","display_name":"Perceptron","level":3,"score":0.6294516921043396},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6256362199783325},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6170707941055298},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5423544049263},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5330499410629272},{"id":"https://openalex.org/C2780744974","wikidata":"https://www.wikidata.org/wiki/Q1929623","display_name":"Lateral ventricles","level":2,"score":0.4969158470630646},{"id":"https://openalex.org/C54170458","wikidata":"https://www.wikidata.org/wiki/Q663554","display_name":"Voxel","level":2,"score":0.4636010229587555},{"id":"https://openalex.org/C2779651940","wikidata":"https://www.wikidata.org/wiki/Q54196","display_name":"Cerebrospinal fluid","level":2,"score":0.44063544273376465},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.30741995573043823},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.21146005392074585},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.20127102732658386},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.07117736339569092},{"id":"https://openalex.org/C529278444","wikidata":"https://www.wikidata.org/wiki/Q47273","display_name":"Central nervous system","level":2,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1117/12.2612912","is_oa":false,"landing_page_url":"https://doi.org/10.1117/12.2612912","pdf_url":null,"source":{"id":"https://openalex.org/S4363607561","display_name":"Medical Imaging 2022: Image Processing","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Medical Imaging 2022: Image Processing","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2109.03778","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2109.03778","pdf_url":"https://arxiv.org/pdf/2109.03778","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:HAL:hal-03343735v1","is_oa":false,"landing_page_url":"https://hal.science/hal-03343735","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"SPIE Medical Imaging 2022, Feb 2022, San Diego, United States. &#x27E8;10.1117/12.2612912&#x27E9;","raw_type":"Conference papers"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2109.03778","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2109.03778","pdf_url":"https://arxiv.org/pdf/2109.03778","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[{"display_name":"No poverty","id":"https://metadata.un.org/sdg/1","score":0.5099999904632568}],"awards":[{"id":"https://openalex.org/G5838787665","display_name":null,"funder_award_id":"ANR-19-P3IA-0001","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"},{"id":"https://openalex.org/G7681980252","display_name":null,"funder_award_id":"ANR-10-IAHU-0006","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"}],"funders":[{"id":"https://openalex.org/F4320320883","display_name":"Agence Nationale de la Recherche","ror":"https://ror.org/00rbzpz17"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":63,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W1901129140","https://openalex.org/W1936750108","https://openalex.org/W1970928383","https://openalex.org/W2019836674","https://openalex.org/W2020745232","https://openalex.org/W2025009638","https://openalex.org/W2045717926","https://openalex.org/W2074123947","https://openalex.org/W2091880490","https://openalex.org/W2117340355","https://openalex.org/W2164740566","https://openalex.org/W2464708700","https://openalex.org/W2502312327","https://openalex.org/W2795552972","https://openalex.org/W2893299523","https://openalex.org/W2945277326","https://openalex.org/W2963403868","https://openalex.org/W2964121744","https://openalex.org/W2973717990","https://openalex.org/W2998108143","https://openalex.org/W2999695880","https://openalex.org/W3005341456","https://openalex.org/W3010298166","https://openalex.org/W3012412627","https://openalex.org/W3022315685","https://openalex.org/W3024990526","https://openalex.org/W3026396994","https://openalex.org/W3033878890","https://openalex.org/W3094502228","https://openalex.org/W3127751679","https://openalex.org/W3134689216","https://openalex.org/W3137561054","https://openalex.org/W3138516171","https://openalex.org/W3157506437","https://openalex.org/W3158846111","https://openalex.org/W3163465952","https://openalex.org/W3177901500","https://openalex.org/W3204255739","https://openalex.org/W4212875960","https://openalex.org/W4238549709","https://openalex.org/W4241074797","https://openalex.org/W4289489408","https://openalex.org/W4385245566","https://openalex.org/W4394666973","https://openalex.org/W6631190155","https://openalex.org/W6639824700","https://openalex.org/W6640494244","https://openalex.org/W6684489651","https://openalex.org/W6724804524","https://openalex.org/W6739901393","https://openalex.org/W6754551840","https://openalex.org/W6772853553","https://openalex.org/W6780226713","https://openalex.org/W6784333009","https://openalex.org/W6790275670","https://openalex.org/W6791469159","https://openalex.org/W6791637211","https://openalex.org/W6792155083","https://openalex.org/W6793762052","https://openalex.org/W6795140394","https://openalex.org/W6795252178","https://openalex.org/W6798339067"],"related_works":["https://openalex.org/W2057983061","https://openalex.org/W1972670736","https://openalex.org/W1025980120","https://openalex.org/W1987652788","https://openalex.org/W2106493886","https://openalex.org/W2056022562","https://openalex.org/W4388328136","https://openalex.org/W2088589799","https://openalex.org/W4392056910","https://openalex.org/W4306251959"],"abstract_inverted_index":{"Choroid":[0],"plexuses":[1],"(CP)":[2],"are":[3,203],"structures":[4],"of":[5,12,38,53,58,108,125,152,155,200,221],"the":[6,13,29,56,61,122,169,206],"brain":[7],"ventricles":[8],"which":[9,119],"produce":[10],"most":[11],"cerebrospinal":[14],"fluid":[15],"(CSF).":[16],"Several":[17],"postmortem":[18],"and":[19,144,160],"in":[20,28,32,50,218],"vivo":[21],"studies":[22],"have":[23],"pointed":[24],"towards":[25],"their":[26,48],"role":[27],"inflammatory":[30],"processes":[31],"multiple":[33],"sclerosis":[34],"(MS).":[35],"Automatic":[36],"segmentation":[37,68],"CP":[39,67,88,217],"from":[40,89,242],"MRI":[41],"thus":[42],"has":[43],"high":[44],"value":[45],"for":[46,66,74,180,184,235],"studying":[47],"characteristics":[49],"large":[51,219],"cohorts":[52,220],"patients.":[54],"To":[55,94],"best":[57],"our":[59,147,201],"knowledge,":[60],"only":[62],"freely":[63],"available":[64,248],"tool":[65],"is":[69,78,114,134,187,194,226,247],"FreeSurfer":[70,176],"but":[71],"its":[72],"accuracy":[73],"this":[75,81],"specific":[76],"structure":[77],"poor.":[79],"In":[80],"paper,":[82],"we":[83,97,149],"propose":[84],"to":[85,215,231],"automatically":[86],"segment":[87],"non-contrast":[90],"enhanced":[91],"T1-weighted":[92],"MRI.":[93],"that":[95,121,167],"end,":[96],"introduce":[98],"a":[99,138,153,227],"new":[100],"model":[101],"called":[102],"\u201dAxial-MLP\u201d":[103],"based":[104],"on":[105],"an":[106],"assembly":[107],"Axial":[109],"multi-layer":[110],"perceptrons":[111],"(MLPs).":[112],"This":[113,132],"inspired":[115],"by":[116],"recent":[117],"works":[118],"showed":[120],"self-attention":[123],"layers":[124],"Transformers":[126],"can":[127],"be":[128,212],"replaced":[129],"with":[130,137,163,189],"MLPs.":[131],"approach":[133],"systematically":[135],"compared":[136],"standard":[139],"3D":[140],"U-Net,":[141],"nnU-Net,":[142],"Freesurfer":[143],"FastSurfer.":[145],"For":[146],"experiments,":[148],"make":[150],"use":[151],"dataset":[154],"141":[156],"subjects":[157],"(44":[158],"controls":[159],"97":[161],"patients":[162],"MS).":[164],"We":[165],"show":[166],"all":[168],"tested":[170],"deep":[171,208],"learning":[172,209],"(DL)":[173],"methods":[174,210],"outperform":[175],"(Dice":[177],"around":[178],"0.7":[179],"DL":[181],"vs":[182],"0.33":[183],"FreeSurfer).":[185],"Axial-MLP":[186,225],"competitive":[188],"U-Nets":[190],"even":[191],"though":[192],"it":[193,239],"slightly":[195],"less":[196],"accurate.":[197],"The":[198],"conclusions":[199],"paper":[202],"two-fold:":[204],"1)":[205],"studied":[207],"could":[211,240],"useful":[213],"tools":[214],"study":[216],"MS":[222],"patients;":[223],"2)":[224],"potentially":[228],"viable":[229],"alternative":[230],"convolutional":[232],"neural":[233],"networks":[234],"such":[236],"tasks,":[237],"although":[238],"benefit":[241],"further":[243],"improvements.":[244],"An":[245],"implementation":[246],"at":[249],"https://github.com/aramis-lab/axial-mlp.":[250]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2}],"updated_date":"2026-06-20T22:02:38.213706","created_date":"2025-10-10T00:00:00"}
