{"id":"https://openalex.org/W4387211228","doi":"https://doi.org/10.1007/978-3-031-43901-8_58","title":"Certification of\u00a0Deep Learning Models for\u00a0Medical Image Segmentation","display_name":"Certification of\u00a0Deep Learning Models for\u00a0Medical Image Segmentation","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4387211228","doi":"https://doi.org/10.1007/978-3-031-43901-8_58"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-43901-8_58","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-43901-8_58","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2310.03664","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5010199632","display_name":"Othmane Laousy","orcid":null},"institutions":[{"id":"https://openalex.org/I4210107720","display_name":"CentraleSup\u00e9lec","ror":"https://ror.org/019tcpt25","country_code":"FR","type":"facility","lineage":["https://openalex.org/I277688954","https://openalex.org/I4210107720"]},{"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"]},{"id":"https://openalex.org/I4210092774","display_name":"H\u00f4pital Cochin","ror":"https://ror.org/00ph8tk69","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I4210092774","https://openalex.org/I4210097159","https://openalex.org/I4210124464"]},{"id":"https://openalex.org/I4210126360","display_name":"Inria Saclay - \u00cele de France","ror":"https://ror.org/0315e5x55","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283","https://openalex.org/I4210126360"]},{"id":"https://openalex.org/I204730241","display_name":"Universit\u00e9 Paris Cit\u00e9","ror":"https://ror.org/05f82e368","country_code":"FR","type":"education","lineage":["https://openalex.org/I204730241"]},{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Othmane Laousy","raw_affiliation_strings":["H\u00f4pital Cochin, AP-HP, Paris-Cit\u00e9 University, Paris, France","Inria Saclay, Gif-sur-Yvette, France","MICS, CentraleSup\u00e9lec, Paris-Saclay University, Gif-sur-Yvette, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"H\u00f4pital Cochin, AP-HP, Paris-Cit\u00e9 University, Paris, France","institution_ids":["https://openalex.org/I204730241","https://openalex.org/I4210092774","https://openalex.org/I4210097159"]},{"raw_affiliation_string":"Inria Saclay, Gif-sur-Yvette, France","institution_ids":["https://openalex.org/I4210126360"]},{"raw_affiliation_string":"MICS, CentraleSup\u00e9lec, Paris-Saclay University, Gif-sur-Yvette, France","institution_ids":["https://openalex.org/I4210107720","https://openalex.org/I277688954"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053106735","display_name":"Alexandre Araujo","orcid":"https://orcid.org/0000-0003-2220-5739"},"institutions":[{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alexandre Araujo","raw_affiliation_strings":["New York University, New York, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"New York University, New York, USA","institution_ids":["https://openalex.org/I57206974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016194351","display_name":"Guillaume Chassagnon","orcid":"https://orcid.org/0000-0003-1487-7922"},"institutions":[{"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"]},{"id":"https://openalex.org/I4210092774","display_name":"H\u00f4pital Cochin","ror":"https://ror.org/00ph8tk69","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I4210092774","https://openalex.org/I4210097159","https://openalex.org/I4210124464"]},{"id":"https://openalex.org/I204730241","display_name":"Universit\u00e9 Paris Cit\u00e9","ror":"https://ror.org/05f82e368","country_code":"FR","type":"education","lineage":["https://openalex.org/I204730241"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Guillaume Chassagnon","raw_affiliation_strings":["H\u00f4pital Cochin, AP-HP, Paris-Cit\u00e9 University, Paris, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"H\u00f4pital Cochin, AP-HP, Paris-Cit\u00e9 University, Paris, France","institution_ids":["https://openalex.org/I204730241","https://openalex.org/I4210092774","https://openalex.org/I4210097159"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077223134","display_name":"Nikos Paragios","orcid":"https://orcid.org/0000-0002-9668-4763"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Nikos Paragios","raw_affiliation_strings":["Therapanacea, Paris, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Therapanacea, Paris, France","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101429507","display_name":"Marie\u2010Pierre Revel","orcid":"https://orcid.org/0000-0001-8213-7817"},"institutions":[{"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"]},{"id":"https://openalex.org/I4210092774","display_name":"H\u00f4pital Cochin","ror":"https://ror.org/00ph8tk69","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I4210092774","https://openalex.org/I4210097159","https://openalex.org/I4210124464"]},{"id":"https://openalex.org/I204730241","display_name":"Universit\u00e9 Paris Cit\u00e9","ror":"https://ror.org/05f82e368","country_code":"FR","type":"education","lineage":["https://openalex.org/I204730241"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Marie-Pierre Revel","raw_affiliation_strings":["H\u00f4pital Cochin, AP-HP, Paris-Cit\u00e9 University, Paris, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"H\u00f4pital Cochin, AP-HP, Paris-Cit\u00e9 University, Paris, France","institution_ids":["https://openalex.org/I204730241","https://openalex.org/I4210092774","https://openalex.org/I4210097159"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5106466395","display_name":"Maria Vakalopoulou","orcid":null},"institutions":[{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]},{"id":"https://openalex.org/I4210126360","display_name":"Inria Saclay - \u00cele de France","ror":"https://ror.org/0315e5x55","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283","https://openalex.org/I4210126360"]},{"id":"https://openalex.org/I4210107720","display_name":"CentraleSup\u00e9lec","ror":"https://ror.org/019tcpt25","country_code":"FR","type":"facility","lineage":["https://openalex.org/I277688954","https://openalex.org/I4210107720"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Maria Vakalopoulou","raw_affiliation_strings":["Inria Saclay, Gif-sur-Yvette, France","MICS, CentraleSup\u00e9lec, Paris-Saclay University, Gif-sur-Yvette, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Inria Saclay, Gif-sur-Yvette, France","institution_ids":["https://openalex.org/I4210126360"]},{"raw_affiliation_string":"MICS, CentraleSup\u00e9lec, Paris-Saclay University, Gif-sur-Yvette, France","institution_ids":["https://openalex.org/I4210107720","https://openalex.org/I277688954"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5010199632"],"corresponding_institution_ids":["https://openalex.org/I204730241","https://openalex.org/I277688954","https://openalex.org/I4210092774","https://openalex.org/I4210097159","https://openalex.org/I4210107720","https://openalex.org/I4210126360"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":2.0409,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.87907489,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"611","last_page":"621"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9966999888420105,"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/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9966999888420105,"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/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9955999851226807,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.992900013923645,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8137209415435791},{"id":"https://openalex.org/keywords/smoothing","display_name":"Smoothing","score":0.7804219722747803},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.745410144329071},{"id":"https://openalex.org/keywords/certification","display_name":"Certification","score":0.6510649919509888},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.556313157081604},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.520124077796936},{"id":"https://openalex.org/keywords/quantile","display_name":"Quantile","score":0.5151363611221313},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.4621153175830841},{"id":"https://openalex.org/keywords/medical-imaging","display_name":"Medical imaging","score":0.45732226967811584},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4412887692451477},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.32618528604507446},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.08009082078933716}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8137209415435791},{"id":"https://openalex.org/C3770464","wikidata":"https://www.wikidata.org/wiki/Q775963","display_name":"Smoothing","level":2,"score":0.7804219722747803},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.745410144329071},{"id":"https://openalex.org/C46304622","wikidata":"https://www.wikidata.org/wiki/Q374814","display_name":"Certification","level":2,"score":0.6510649919509888},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.556313157081604},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.520124077796936},{"id":"https://openalex.org/C118671147","wikidata":"https://www.wikidata.org/wiki/Q578714","display_name":"Quantile","level":2,"score":0.5151363611221313},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.4621153175830841},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.45732226967811584},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4412887692451477},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.32618528604507446},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.08009082078933716},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/978-3-031-43901-8_58","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-43901-8_58","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:arXiv.org:2310.03664","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2310.03664","pdf_url":"https://arxiv.org/pdf/2310.03664","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},{"id":"pmh:oai:HAL:hal-04388114v1","is_oa":true,"landing_page_url":"https://hal.science/hal-04388114","pdf_url":"https://hal.science/hal-04388114/document","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"MICCAI 2023 - 26th International Conference on Medical Image Computing and Computer Assisted Intervention, Oct 2023, Vancouver (BC), Canada. pp.611-621, &#x27E8;10.1007/978-3-031-43901-8_58&#x27E9;","raw_type":"Conference papers"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2310.03664","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2310.03664","pdf_url":"https://arxiv.org/pdf/2310.03664","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5636413322","display_name":"Holistic explainable artificial intelligence schemes for lung cancer prognosis","funder_award_id":"ANR-21-CE45-0007","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"},{"id":"https://openalex.org/F4320326256","display_name":"Grand \u00c9quipement National De Calcul Intensif","ror":"https://ror.org/0010d1q40"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4387211228.pdf"},"referenced_works_count":23,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W1903029394","https://openalex.org/W2008359794","https://openalex.org/W2024798729","https://openalex.org/W2142514727","https://openalex.org/W2194775991","https://openalex.org/W2412782625","https://openalex.org/W2604505099","https://openalex.org/W2835378829","https://openalex.org/W2890430415","https://openalex.org/W2932083555","https://openalex.org/W2963857521","https://openalex.org/W2964350391","https://openalex.org/W2999580839","https://openalex.org/W3096831136","https://openalex.org/W3096947210","https://openalex.org/W3134365318","https://openalex.org/W3201839864","https://openalex.org/W3203801990","https://openalex.org/W4284710332","https://openalex.org/W4296123052","https://openalex.org/W4381384189","https://openalex.org/W6838979568"],"related_works":["https://openalex.org/W1488761988","https://openalex.org/W2044551864","https://openalex.org/W1572557500","https://openalex.org/W4390690393","https://openalex.org/W3124946120","https://openalex.org/W2047938026","https://openalex.org/W2585269888","https://openalex.org/W3132003399","https://openalex.org/W2005776175","https://openalex.org/W4293365552"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2026-05-11T08:15:01.531666","created_date":"2025-10-10T00:00:00"}
