{"id":"https://openalex.org/W4376456575","doi":"https://doi.org/10.1007/978-3-031-31975-4_28","title":"On the\u00a0Inclusion of\u00a0Topological Requirements in\u00a0CNNs for\u00a0Semantic Segmentation Applied to\u00a0Radiotherapy","display_name":"On the\u00a0Inclusion of\u00a0Topological Requirements in\u00a0CNNs for\u00a0Semantic Segmentation Applied to\u00a0Radiotherapy","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4376456575","doi":"https://doi.org/10.1007/978-3-031-31975-4_28"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-31975-4_28","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-31975-4_28","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":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5083557091","display_name":"Zo\u00e9 Lambert","orcid":"https://orcid.org/0000-0003-1680-3716"},"institutions":[{"id":"https://openalex.org/I151809719","display_name":"Arkema (France)","ror":"https://ror.org/05cv56b48","country_code":"FR","type":"company","lineage":["https://openalex.org/I151809719"]},{"id":"https://openalex.org/I4210105918","display_name":"Normandie Universit\u00e9","ror":"https://ror.org/01k40cz91","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210105918"]},{"id":"https://openalex.org/I4210155549","display_name":"Laboratoire de Math\u00e9matiques Blaise Pascal","ror":"https://ror.org/05sd5r855","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I198244214","https://openalex.org/I4210141950","https://openalex.org/I4210155549"]},{"id":"https://openalex.org/I4392021175","display_name":"Laboratoire de Math\u00e9matiques de l'INSA de Rouen","ror":"https://ror.org/009rwsd77","country_code":"FR","type":"facility","lineage":["https://openalex.org/I4210105918","https://openalex.org/I4392021175","https://openalex.org/I88814501"]},{"id":"https://openalex.org/I62396329","display_name":"Universit\u00e9 de Rouen Normandie","ror":"https://ror.org/03nhjew95","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210105918","https://openalex.org/I62396329"]},{"id":"https://openalex.org/I88814501","display_name":"Institut National des Sciences Appliqu\u00e9es Rouen Normandie","ror":"https://ror.org/020ws7586","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210105918","https://openalex.org/I88814501"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Zo\u00e9 Lambert","raw_affiliation_strings":["CEREMA, ENDSUM, 76121, Le Grand Quevilly Cedex, France","INSA Rouen Normandie, Normandie Univ, LMI UR 3226, 76000, Rouen, France","LMI - Laboratoire de Math\u00e9matiques de l'INSA de Rouen Normandie (685 Avenue de l'Universit\u00e9\r\n76800 Saint-Etienne-du-Rouvray - France)"],"raw_orcid":"https://orcid.org/0000-0003-1680-3716","affiliations":[{"raw_affiliation_string":"CEREMA, ENDSUM, 76121, Le Grand Quevilly Cedex, France","institution_ids":["https://openalex.org/I151809719"]},{"raw_affiliation_string":"INSA Rouen Normandie, Normandie Univ, LMI UR 3226, 76000, Rouen, France","institution_ids":["https://openalex.org/I62396329","https://openalex.org/I88814501","https://openalex.org/I4210105918"]},{"raw_affiliation_string":"LMI - Laboratoire de Math\u00e9matiques de l'INSA de Rouen Normandie (685 Avenue de l'Universit\u00e9\r\n76800 Saint-Etienne-du-Rouvray - France)","institution_ids":["https://openalex.org/I62396329","https://openalex.org/I4210155549","https://openalex.org/I88814501","https://openalex.org/I4392021175"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018848158","display_name":"Carole Le Guyader","orcid":"https://orcid.org/0000-0003-2192-6630"},"institutions":[{"id":"https://openalex.org/I4210105918","display_name":"Normandie Universit\u00e9","ror":"https://ror.org/01k40cz91","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210105918"]},{"id":"https://openalex.org/I4210155549","display_name":"Laboratoire de Math\u00e9matiques Blaise Pascal","ror":"https://ror.org/05sd5r855","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I198244214","https://openalex.org/I4210141950","https://openalex.org/I4210155549"]},{"id":"https://openalex.org/I4392021175","display_name":"Laboratoire de Math\u00e9matiques de l'INSA de Rouen","ror":"https://ror.org/009rwsd77","country_code":"FR","type":"facility","lineage":["https://openalex.org/I4210105918","https://openalex.org/I4392021175","https://openalex.org/I88814501"]},{"id":"https://openalex.org/I62396329","display_name":"Universit\u00e9 de Rouen Normandie","ror":"https://ror.org/03nhjew95","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210105918","https://openalex.org/I62396329"]},{"id":"https://openalex.org/I88814501","display_name":"Institut National des Sciences Appliqu\u00e9es Rouen Normandie","ror":"https://ror.org/020ws7586","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210105918","https://openalex.org/I88814501"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Carole Le Guyader","raw_affiliation_strings":["INSA Rouen Normandie, Normandie Univ, LMI UR 3226, 76000, Rouen, France","LMI - Laboratoire de Math\u00e9matiques de l'INSA de Rouen Normandie (685 Avenue de l'Universit\u00e9\r\n76800 Saint-Etienne-du-Rouvray - France)"],"raw_orcid":"https://orcid.org/0000-0003-2192-6630","affiliations":[{"raw_affiliation_string":"INSA Rouen Normandie, Normandie Univ, LMI UR 3226, 76000, Rouen, France","institution_ids":["https://openalex.org/I62396329","https://openalex.org/I88814501","https://openalex.org/I4210105918"]},{"raw_affiliation_string":"LMI - Laboratoire de Math\u00e9matiques de l'INSA de Rouen Normandie (685 Avenue de l'Universit\u00e9\r\n76800 Saint-Etienne-du-Rouvray - France)","institution_ids":["https://openalex.org/I62396329","https://openalex.org/I4210155549","https://openalex.org/I88814501","https://openalex.org/I4392021175"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010409710","display_name":"Caroline Petitjean","orcid":"https://orcid.org/0000-0003-0013-5370"},"institutions":[{"id":"https://openalex.org/I4210105918","display_name":"Normandie Universit\u00e9","ror":"https://ror.org/01k40cz91","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210105918"]},{"id":"https://openalex.org/I4210108118","display_name":"Laboratoire d'Informatique, du Traitement de l'Information et des Syst\u00e8mes","ror":"https://ror.org/01f1vfy95","country_code":"FR","type":"facility","lineage":["https://openalex.org/I141576021","https://openalex.org/I4210105918","https://openalex.org/I4210105918","https://openalex.org/I4210105918","https://openalex.org/I4210108118","https://openalex.org/I62396329","https://openalex.org/I88814501"]},{"id":"https://openalex.org/I62396329","display_name":"Universit\u00e9 de Rouen Normandie","ror":"https://ror.org/03nhjew95","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210105918","https://openalex.org/I62396329"]},{"id":"https://openalex.org/I88814501","display_name":"Institut National des Sciences Appliqu\u00e9es Rouen Normandie","ror":"https://ror.org/020ws7586","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210105918","https://openalex.org/I88814501"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Caroline Petitjean","raw_affiliation_strings":["Normandie Univ, Universit\u00e9 Le Havre Normandie, INSA Rouen Normandie, Normandie Univ, LITIS UR 4108, 76000, Rouen, France","DocApp - LITIS - Equipe Apprentissage (France)","LITIS - Laboratoire d'Informatique, du Traitement de l'Information et des Syst\u00e8mes (Avenue de l'Universit\u00e9 76800 Saint-\u00c9tienne-du-Rouvray - France)"],"raw_orcid":"https://orcid.org/0000-0003-0013-5370","affiliations":[{"raw_affiliation_string":"Normandie Univ, Universit\u00e9 Le Havre Normandie, INSA Rouen Normandie, Normandie Univ, LITIS UR 4108, 76000, Rouen, France","institution_ids":["https://openalex.org/I62396329","https://openalex.org/I4210108118","https://openalex.org/I88814501","https://openalex.org/I4210105918"]},{"raw_affiliation_string":"DocApp - LITIS - Equipe Apprentissage (France)","institution_ids":["https://openalex.org/I4210108118"]},{"raw_affiliation_string":"LITIS - Laboratoire d'Informatique, du Traitement de l'Information et des Syst\u00e8mes (Avenue de l'Universit\u00e9 76800 Saint-\u00c9tienne-du-Rouvray - France)","institution_ids":["https://openalex.org/I4210108118"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5083557091"],"corresponding_institution_ids":["https://openalex.org/I151809719","https://openalex.org/I4210105918","https://openalex.org/I4210155549","https://openalex.org/I4392021175","https://openalex.org/I62396329","https://openalex.org/I88814501"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.7801,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.751067,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"363","last_page":"375"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9987999796867371,"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"}},"topics":[{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9987999796867371,"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/T10522","display_name":"Medical Imaging Techniques and Applications","score":0.9980999827384949,"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/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9980000257492065,"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/computer-science","display_name":"Computer science","score":0.7890788316726685},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.7120747566223145},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6318201422691345},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5899286270141602},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5595375299453735},{"id":"https://openalex.org/keywords/ground-truth","display_name":"Ground truth","score":0.5454895496368408},{"id":"https://openalex.org/keywords/scope","display_name":"Scope (computer science)","score":0.5155291557312012},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5146375894546509},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.4743453562259674},{"id":"https://openalex.org/keywords/boundary","display_name":"Boundary (topology)","score":0.46623915433883667},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.45213785767555237},{"id":"https://openalex.org/keywords/topology","display_name":"Topology (electrical circuits)","score":0.3731420636177063},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3356376886367798},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3263433575630188},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12747153639793396},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.10372969508171082}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7890788316726685},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.7120747566223145},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6318201422691345},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5899286270141602},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5595375299453735},{"id":"https://openalex.org/C146849305","wikidata":"https://www.wikidata.org/wiki/Q370766","display_name":"Ground truth","level":2,"score":0.5454895496368408},{"id":"https://openalex.org/C2778012447","wikidata":"https://www.wikidata.org/wiki/Q1034415","display_name":"Scope (computer science)","level":2,"score":0.5155291557312012},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5146375894546509},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.4743453562259674},{"id":"https://openalex.org/C62354387","wikidata":"https://www.wikidata.org/wiki/Q875399","display_name":"Boundary (topology)","level":2,"score":0.46623915433883667},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.45213785767555237},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.3731420636177063},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3356376886367798},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3263433575630188},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12747153639793396},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.10372969508171082},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-031-31975-4_28","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-31975-4_28","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:HAL:hal-04456854v1","is_oa":false,"landing_page_url":"https://hal.science/hal-04456854","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":"SSVM 2023: Scale Space and Variational Methods in Computer Vision, May 2023, Santa Margherita di Pula (Cagliari), Italy. pp.363-375, &#x27E8;10.1007/978-3-031-31975-4_28&#x27E9;","raw_type":"Conference papers"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","score":0.5099999904632568,"id":"https://metadata.un.org/sdg/10"},{"display_name":"Peace, Justice and strong institutions","score":0.4699999988079071,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1965274240","https://openalex.org/W1999780724","https://openalex.org/W2020327980","https://openalex.org/W2105086806","https://openalex.org/W2155963684","https://openalex.org/W2565467562","https://openalex.org/W2979378912","https://openalex.org/W2979457045","https://openalex.org/W2979760128","https://openalex.org/W3113231417","https://openalex.org/W3174708193","https://openalex.org/W3183684520","https://openalex.org/W4224024937","https://openalex.org/W4255383393"],"related_works":["https://openalex.org/W2047973478","https://openalex.org/W4295532600","https://openalex.org/W2063823869","https://openalex.org/W4293226380","https://openalex.org/W2067569035","https://openalex.org/W2090985514","https://openalex.org/W2885323543","https://openalex.org/W4321487865","https://openalex.org/W1997160662","https://openalex.org/W1522196789"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-05-07T13:39:58.223016","created_date":"2025-10-10T00:00:00"}
