{"id":"https://openalex.org/W4392255474","doi":"https://doi.org/10.1145/3637732.3637774","title":"Evaluating nnU-Net for Type B Aortic Dissection segmentation on CTA images","display_name":"Evaluating nnU-Net for Type B Aortic Dissection segmentation on CTA images","publication_year":2023,"publication_date":"2023-11-09","ids":{"openalex":"https://openalex.org/W4392255474","doi":"https://doi.org/10.1145/3637732.3637774"},"language":"en","primary_location":{"id":"doi:10.1145/3637732.3637774","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3637732.3637774","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 10th International Conference on Biomedical and Bioinformatics Engineering","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/A5072993085","display_name":"Y. J. Li","orcid":"https://orcid.org/0009-0004-6275-8607"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]},{"id":"https://openalex.org/I5740404","display_name":"Tianjin Medical University","ror":"https://ror.org/02mh8wx89","country_code":"CN","type":"education","lineage":["https://openalex.org/I5740404"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yicun Li","raw_affiliation_strings":["Academy of Medical Engineering and Translational Medicine, Tianjin University, China"],"raw_orcid":"https://orcid.org/0009-0004-6275-8607","affiliations":[{"raw_affiliation_string":"Academy of Medical Engineering and Translational Medicine, Tianjin University, China","institution_ids":["https://openalex.org/I5740404","https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044215517","display_name":"Chengzhi Gui","orcid":"https://orcid.org/0009-0005-7117-0036"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]},{"id":"https://openalex.org/I5740404","display_name":"Tianjin Medical University","ror":"https://ror.org/02mh8wx89","country_code":"CN","type":"education","lineage":["https://openalex.org/I5740404"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chengzhi Gui","raw_affiliation_strings":["Academy of Medical Engineering and Translational Medicine, Tianjin University, China"],"raw_orcid":"https://orcid.org/0009-0005-7117-0036","affiliations":[{"raw_affiliation_string":"Academy of Medical Engineering and Translational Medicine, Tianjin University, China","institution_ids":["https://openalex.org/I5740404","https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Xin Li","orcid":"https://orcid.org/0009-0002-2797-5142"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]},{"id":"https://openalex.org/I5740404","display_name":"Tianjin Medical University","ror":"https://ror.org/02mh8wx89","country_code":"CN","type":"education","lineage":["https://openalex.org/I5740404"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Li","raw_affiliation_strings":["Academy of Medical Engineering and Translational Medicine, Tianjin University, China"],"raw_orcid":"https://orcid.org/0009-0002-2797-5142","affiliations":[{"raw_affiliation_string":"Academy of Medical Engineering and Translational Medicine, Tianjin University, China","institution_ids":["https://openalex.org/I5740404","https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078367724","display_name":"Tongyun Chen","orcid":"https://orcid.org/0009-0005-2299-7723"},"institutions":[{"id":"https://openalex.org/I4210150108","display_name":"Tianjin Chest Hospital","ror":"https://ror.org/05r9v1368","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210150108"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tongyun Chen","raw_affiliation_strings":["Tianjin Chest Hospital, China"],"raw_orcid":"https://orcid.org/0009-0005-2299-7723","affiliations":[{"raw_affiliation_string":"Tianjin Chest Hospital, China","institution_ids":["https://openalex.org/I4210150108"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084065608","display_name":"Xiquan Song","orcid":"https://orcid.org/0009-0004-4965-7051"},"institutions":[{"id":"https://openalex.org/I4210150108","display_name":"Tianjin Chest Hospital","ror":"https://ror.org/05r9v1368","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210150108"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiquan Song","raw_affiliation_strings":["Tianjin Chest Hospital, China"],"raw_orcid":"https://orcid.org/0009-0004-4965-7051","affiliations":[{"raw_affiliation_string":"Tianjin Chest Hospital, China","institution_ids":["https://openalex.org/I4210150108"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049690370","display_name":"Qingliang Chen","orcid":"https://orcid.org/0000-0002-2199-0686"},"institutions":[{"id":"https://openalex.org/I4210150108","display_name":"Tianjin Chest Hospital","ror":"https://ror.org/05r9v1368","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210150108"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qingliang Chen","raw_affiliation_strings":["Tianjin Chest Hospital, China"],"raw_orcid":"https://orcid.org/0000-0002-2199-0686","affiliations":[{"raw_affiliation_string":"Tianjin Chest Hospital, China","institution_ids":["https://openalex.org/I4210150108"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013041561","display_name":"Xingwei An","orcid":"https://orcid.org/0000-0002-5417-508X"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]},{"id":"https://openalex.org/I5740404","display_name":"Tianjin Medical University","ror":"https://ror.org/02mh8wx89","country_code":"CN","type":"education","lineage":["https://openalex.org/I5740404"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xingwei An","raw_affiliation_strings":["Academy of Medical Engineering and Translational Medicine, Tianjin University, China"],"raw_orcid":"https://orcid.org/0000-0002-5417-508X","affiliations":[{"raw_affiliation_string":"Academy of Medical Engineering and Translational Medicine, Tianjin University, China","institution_ids":["https://openalex.org/I5740404","https://openalex.org/I162868743"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5072993085"],"corresponding_institution_ids":["https://openalex.org/I162868743","https://openalex.org/I5740404"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.45926934,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"38","last_page":"44"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10618","display_name":"Aortic Disease and Treatment Approaches","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T10618","display_name":"Aortic Disease and Treatment Approaches","score":0.9998000264167786,"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"}},{"id":"https://openalex.org/T10983","display_name":"Aortic aneurysm repair treatments","score":0.9968000054359436,"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"}},{"id":"https://openalex.org/T10172","display_name":"Cardiac Valve Diseases and Treatments","score":0.9965000152587891,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.7670046091079712},{"id":"https://openalex.org/keywords/aortic-dissection","display_name":"Aortic dissection","score":0.640334963798523},{"id":"https://openalex.org/keywords/lumen","display_name":"Lumen (anatomy)","score":0.5977200269699097},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.5243328213691711},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.4536017179489136},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.42022499442100525},{"id":"https://openalex.org/keywords/cardiology","display_name":"Cardiology","score":0.4153828024864197},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3609955310821533},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.32249516248703003},{"id":"https://openalex.org/keywords/aorta","display_name":"Aorta","score":0.12292701005935669}],"concepts":[{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.7670046091079712},{"id":"https://openalex.org/C2779993142","wikidata":"https://www.wikidata.org/wiki/Q594660","display_name":"Aortic dissection","level":3,"score":0.640334963798523},{"id":"https://openalex.org/C131631996","wikidata":"https://www.wikidata.org/wiki/Q1141325","display_name":"Lumen (anatomy)","level":2,"score":0.5977200269699097},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.5243328213691711},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.4536017179489136},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.42022499442100525},{"id":"https://openalex.org/C164705383","wikidata":"https://www.wikidata.org/wiki/Q10379","display_name":"Cardiology","level":1,"score":0.4153828024864197},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3609955310821533},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.32249516248703003},{"id":"https://openalex.org/C2779980429","wikidata":"https://www.wikidata.org/wiki/Q101004","display_name":"Aorta","level":2,"score":0.12292701005935669}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3637732.3637774","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3637732.3637774","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 10th International Conference on Biomedical and Bioinformatics Engineering","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5799999833106995,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W2116229330","https://openalex.org/W2341586478","https://openalex.org/W3041288106","https://openalex.org/W3202045586","https://openalex.org/W4200285766","https://openalex.org/W4308710810","https://openalex.org/W6600281463","https://openalex.org/W6604979655"],"related_works":["https://openalex.org/W4387497383","https://openalex.org/W3183948672","https://openalex.org/W3173606202","https://openalex.org/W3110381201","https://openalex.org/W2948807893","https://openalex.org/W2935909890","https://openalex.org/W2899084033","https://openalex.org/W2778153218","https://openalex.org/W2758277628","https://openalex.org/W1531601525"],"abstract_inverted_index":{"Accurate":[0],"segmentation":[1,110,116],"of":[2,32,77],"Type":[3],"B":[4],"Aortic":[5],"Dissection":[6],"(TBAD)":[7],"is":[8],"crucial":[9],"for":[10,26,37,90,114],"clinical":[11],"diagnosis":[12],"and":[13,35,44,57,66,92,96,111],"treatment":[14],"planning.":[15],"In":[16],"this":[17,119],"study,":[18],"we":[19],"trained":[20],"nnU-Net":[21,78,104],"on":[22,81],"the":[23,51,82,87],"ImageTBAD":[24],"dataset":[25],"TBAD":[27,109],"segmentation,":[28],"achieving":[29],"Dice":[30,88,100],"scores":[31,89],"0.94,":[33],"0.90,":[34],"0.42":[36],"true":[38],"lumen":[39,42,46],"(TL),":[40],"false":[41,45],"(FL),":[43],"thrombus":[47],"(FLT),":[48],"respectively,":[49],"surpassing":[50],"baseline":[52],"methods":[53],"by":[54],"0.08,":[55],"0.12,":[56],"0.13.":[58],"We":[59],"identified":[60],"challenges":[61],"in":[62,108,118],"segmenting":[63],"small-volume":[64],"FLT":[65,97],"proposed":[67],"potential":[68],"improvements":[69],"using":[70],"residual":[71],"skip":[72],"connections.":[73],"The":[74],"generalization":[75],"capability":[76],"was":[79],"validated":[80],"external":[83],"AVT":[84],"dataset,":[85],"where":[86],"TL":[91],"FL":[93],"exceeded":[94],"0.9,":[95],"achieved":[98],"a":[99],"score":[101],"above":[102],"0.86.":[103],"demonstrated":[105],"its":[106],"efficacy":[107],"holds":[112],"promise":[113],"advancing":[115],"techniques":[117],"field.":[120]},"counts_by_year":[],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
