{"id":"https://openalex.org/W3113231417","doi":"https://doi.org/10.1109/ipta50016.2020.9286453","title":"SegTHOR: Segmentation of Thoracic Organs at Risk in CT images","display_name":"SegTHOR: Segmentation of Thoracic Organs at Risk in CT images","publication_year":2020,"publication_date":"2020-11-09","ids":{"openalex":"https://openalex.org/W3113231417","doi":"https://doi.org/10.1109/ipta50016.2020.9286453","mag":"3113231417"},"language":"en","primary_location":{"id":"doi:10.1109/ipta50016.2020.9286453","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ipta50016.2020.9286453","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 Tenth International Conference on Image Processing Theory, Tools and Applications (IPTA)","raw_type":"proceedings-article"},"type":"article","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/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"]},{"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"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Zoe Lambert","raw_affiliation_strings":["LMI EA 3226, INSA Rouen, Saint-Etienne-du-Rouvray, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LMI EA 3226, INSA Rouen, Saint-Etienne-du-Rouvray, France","institution_ids":["https://openalex.org/I62396329","https://openalex.org/I88814501"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010409710","display_name":"Caroline Petitjean","orcid":"https://orcid.org/0000-0003-0013-5370"},"institutions":[{"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"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Caroline Petitjean","raw_affiliation_strings":["LITIS EA 4108, Universit\u00e9 de Rouen Normandie, Saint-Etienne-du-Rouvray, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LITIS EA 4108, Universit\u00e9 de Rouen Normandie, Saint-Etienne-du-Rouvray, France","institution_ids":["https://openalex.org/I62396329","https://openalex.org/I4210108118"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002386951","display_name":"Bernard Dubray","orcid":"https://orcid.org/0000-0001-9891-2777"},"institutions":[{"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/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/I4387152093","display_name":"Centre Henri Becquerel","ror":"https://ror.org/00whhby07","country_code":null,"type":"facility","lineage":["https://openalex.org/I4210141925","https://openalex.org/I4387152093"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Bernard Dubray","raw_affiliation_strings":["Centre Henri Becquerel, Rouen, France","LITIS EA 4108, Universit\u00e9 de Rouen Normandie, Saint-Etienne-du-Rouvray, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre Henri Becquerel, Rouen, France","institution_ids":["https://openalex.org/I4387152093"]},{"raw_affiliation_string":"LITIS EA 4108, Universit\u00e9 de Rouen Normandie, Saint-Etienne-du-Rouvray, France","institution_ids":["https://openalex.org/I62396329","https://openalex.org/I4210108118"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063857979","display_name":"Su Kuan","orcid":null},"institutions":[{"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"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Su Kuan","raw_affiliation_strings":["LITIS EA 4108, Universit\u00e9 de Rouen Normandie, Saint-Etienne-du-Rouvray, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LITIS EA 4108, Universit\u00e9 de Rouen Normandie, Saint-Etienne-du-Rouvray, France","institution_ids":["https://openalex.org/I62396329","https://openalex.org/I4210108118"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5083557091"],"corresponding_institution_ids":["https://openalex.org/I62396329","https://openalex.org/I88814501"],"apc_list":null,"apc_paid":null,"fwci":5.0014,"has_fulltext":false,"cited_by_count":98,"citation_normalized_percentile":{"value":0.96399589,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9993000030517578,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9993000030517578,"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/T10358","display_name":"Advanced Radiotherapy Techniques","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/3108","display_name":"Radiation"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10202","display_name":"Lung Cancer Diagnosis and Treatment","score":0.9951000213623047,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory Medicine"},"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/segmentation","display_name":"Segmentation","score":0.7858818769454956},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6249471306800842},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.48656216263771057},{"id":"https://openalex.org/keywords/esophagus","display_name":"Esophagus","score":0.4769150912761688},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.47406595945358276},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.46859875321388245},{"id":"https://openalex.org/keywords/thorax","display_name":"Thorax (insect anatomy)","score":0.44479063153266907},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.42143160104751587},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3264356255531311},{"id":"https://openalex.org/keywords/anatomy","display_name":"Anatomy","score":0.1207442581653595}],"concepts":[{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.7858818769454956},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6249471306800842},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.48656216263771057},{"id":"https://openalex.org/C2777819096","wikidata":"https://www.wikidata.org/wiki/Q173710","display_name":"Esophagus","level":2,"score":0.4769150912761688},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.47406595945358276},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46859875321388245},{"id":"https://openalex.org/C97834683","wikidata":"https://www.wikidata.org/wiki/Q942508","display_name":"Thorax (insect anatomy)","level":2,"score":0.44479063153266907},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.42143160104751587},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3264356255531311},{"id":"https://openalex.org/C105702510","wikidata":"https://www.wikidata.org/wiki/Q514","display_name":"Anatomy","level":1,"score":0.1207442581653595},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/ipta50016.2020.9286453","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ipta50016.2020.9286453","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 Tenth International Conference on Image Processing Theory, Tools and Applications (IPTA)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-04456803v1","is_oa":false,"landing_page_url":"https://hal.science/hal-04456803","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":"2020 Tenth International Conference on Image Processing Theory, Tools and Applications (IPTA), Nov 2020, Paris, France. pp.1-6, ⟨10.1109/IPTA50016.2020.9286453⟩","raw_type":"Conference papers"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities","score":0.6600000262260437}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W1903029394","https://openalex.org/W2008207141","https://openalex.org/W2095705004","https://openalex.org/W2123312079","https://openalex.org/W2170187799","https://openalex.org/W2359037794","https://openalex.org/W2412782625","https://openalex.org/W2463818697","https://openalex.org/W2464708700","https://openalex.org/W2592929672","https://openalex.org/W2608631154","https://openalex.org/W2696396770","https://openalex.org/W2734349601","https://openalex.org/W2759532730","https://openalex.org/W2889822862","https://openalex.org/W2890365265","https://openalex.org/W2909704326","https://openalex.org/W2962914239","https://openalex.org/W2964227007","https://openalex.org/W2971013993","https://openalex.org/W6639824700","https://openalex.org/W6652168539","https://openalex.org/W6674330103","https://openalex.org/W6737221692","https://openalex.org/W6744843382","https://openalex.org/W6754239853","https://openalex.org/W6767184660"],"related_works":["https://openalex.org/W2406182809","https://openalex.org/W2527906156","https://openalex.org/W2385906609","https://openalex.org/W2363090083","https://openalex.org/W2368075107","https://openalex.org/W2371217524","https://openalex.org/W2391106160","https://openalex.org/W18538866","https://openalex.org/W4400161071","https://openalex.org/W1522196789"],"abstract_inverted_index":{"In":[0,102],"the":[1,15,59,67,75,78,81,105,108,110,112,115,146,158,168,194],"era":[2],"of":[3,17,61,69,97,136,142,181],"open":[4],"science,":[5],"public":[6],"datasets,":[7],"along":[8],"with":[9,157],"common":[10],"experimental":[11],"protocol,":[12],"help":[13],"in":[14,74],"process":[16],"designing":[18],"and":[19,30,114,121,138,173],"validating":[20],"data":[21],"science":[22],"algorithms;":[23],"they":[24],"also":[25],"contribute":[26],"to":[27,66],"ease":[28],"reproductibility":[29],"fair":[31],"comparison":[32,189],"between":[33],"methods.":[34],"Many":[35],"datasets":[36],"for":[37,53,190,202,207],"image":[38],"segmentation":[39,68],"are":[40,107],"available,":[41],"each":[42],"presenting":[43],"its":[44],"own":[45],"challenges;":[46],"however":[47],"just":[48],"a":[49,62,133,139,174],"very":[50],"few":[51],"exist":[52],"radiotherapy":[54],"planning.":[55],"This":[56,91],"paper":[57],"is":[58,93,204],"presentation":[60],"new":[63],"dataset":[64,92,125],"dedicated":[65],"organs":[70,79],"at":[71,100],"risk":[72],"(OARs)":[73],"thorax,":[76],"i.e.":[77],"surrounding":[80],"tumour":[82],"that":[83,185,200],"must":[84],"be":[85],"preserved":[86],"from":[87],"irradiations":[88],"during":[89],"radiotherapy.":[90],"called":[94],"SegTHOR":[95,195],"(Segmentation":[96],"THoracic":[98],"Organs":[99],"Risk).":[101],"this":[103,182],"dataset,":[104,159],"OARs":[106,147],"heart,":[109],"trachea,":[111],"aorta":[113],"esophagus,":[116],"which":[117],"have":[118,148],"varying":[119],"spatial":[120],"appearance":[122],"characteristics.":[123],"The":[124],"includes":[126],"60":[127],"3D":[128],"CT":[129],"scans,":[130],"divided":[131],"into":[132],"training":[134],"set":[135,141],"40":[137],"test":[140],"20":[143],"patients,":[144],"where":[145],"been":[149],"contoured":[150],"manually":[151],"by":[152],"an":[153],"experienced":[154],"radiotherapist.":[155],"Along":[156],"we":[160],"present":[161],"some":[162],"baseline":[163,183],"results,":[164],"obtained":[165],"using":[166],"both":[167],"original,":[169],"state-of-the-art":[170],"architecture":[171,184],"U-Net":[172],"simplified":[175],"version.":[176],"We":[177],"investigate":[178],"different":[179],"configurations":[180],"will":[186],"serve":[187],"as":[188],"future":[191],"studies":[192],"on":[193],"dataset.":[196],"Preliminary":[197],"results":[198],"show":[199],"room":[201],"improvement":[203],"left,":[205],"especially":[206],"smallest":[208],"organs.":[209]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":17},{"year":2024,"cited_by_count":28},{"year":2023,"cited_by_count":24},{"year":2022,"cited_by_count":12},{"year":2021,"cited_by_count":10},{"year":2020,"cited_by_count":5}],"updated_date":"2026-05-07T13:39:58.223016","created_date":"2025-10-10T00:00:00"}