{"id":"https://openalex.org/W4408356812","doi":"https://doi.org/10.1109/icassp49660.2025.10888827","title":"Deep Support Vein Machine for Lung Parcellation","display_name":"Deep Support Vein Machine for Lung Parcellation","publication_year":2025,"publication_date":"2025-03-12","ids":{"openalex":"https://openalex.org/W4408356812","doi":"https://doi.org/10.1109/icassp49660.2025.10888827"},"language":"en","primary_location":{"id":"doi:10.1109/icassp49660.2025.10888827","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp49660.2025.10888827","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","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/A5032720069","display_name":"Haichao Peng","orcid":"https://orcid.org/0009-0008-2286-4834"},"institutions":[{"id":"https://openalex.org/I75867142","display_name":"Xiamen University of Technology","ror":"https://ror.org/01285e189","country_code":"CN","type":"education","lineage":["https://openalex.org/I75867142"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Haichao Peng","raw_affiliation_strings":["Xiamen University,Department of Computer Science and Technology,Xiamen,China,361102"],"affiliations":[{"raw_affiliation_string":"Xiamen University,Department of Computer Science and Technology,Xiamen,China,361102","institution_ids":["https://openalex.org/I75867142"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013861294","display_name":"Hao Fang","orcid":"https://orcid.org/0000-0002-2879-5146"},"institutions":[{"id":"https://openalex.org/I75867142","display_name":"Xiamen University of Technology","ror":"https://ror.org/01285e189","country_code":"CN","type":"education","lineage":["https://openalex.org/I75867142"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hao Fang","raw_affiliation_strings":["Xiamen University,Department of Computer Science and Technology,Xiamen,China,361102"],"affiliations":[{"raw_affiliation_string":"Xiamen University,Department of Computer Science and Technology,Xiamen,China,361102","institution_ids":["https://openalex.org/I75867142"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044224149","display_name":"Wenkang Fan","orcid":"https://orcid.org/0000-0002-8364-5159"},"institutions":[{"id":"https://openalex.org/I75867142","display_name":"Xiamen University of Technology","ror":"https://ror.org/01285e189","country_code":"CN","type":"education","lineage":["https://openalex.org/I75867142"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenkang Fan","raw_affiliation_strings":["Xiamen University,Department of Computer Science and Technology,Xiamen,China,361102"],"affiliations":[{"raw_affiliation_string":"Xiamen University,Department of Computer Science and Technology,Xiamen,China,361102","institution_ids":["https://openalex.org/I75867142"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003067300","display_name":"Yong Wang","orcid":"https://orcid.org/0000-0002-2719-1017"},"institutions":[{"id":"https://openalex.org/I4210124907","display_name":"Zhongshan Hospital of Xiamen University","ror":"https://ror.org/02z125451","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210124907"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yong Wang","raw_affiliation_strings":["Xiamen University,Zhongshan Hospital,Xiamen,China,361004"],"affiliations":[{"raw_affiliation_string":"Xiamen University,Zhongshan Hospital,Xiamen,China,361004","institution_ids":["https://openalex.org/I4210124907"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049162666","display_name":"Sunkui Ke","orcid":null},"institutions":[{"id":"https://openalex.org/I4210124907","display_name":"Zhongshan Hospital of Xiamen University","ror":"https://ror.org/02z125451","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210124907"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sunkui Ke","raw_affiliation_strings":["Xiamen University,Zhongshan Hospital,Xiamen,China,361004"],"affiliations":[{"raw_affiliation_string":"Xiamen University,Zhongshan Hospital,Xiamen,China,361004","institution_ids":["https://openalex.org/I4210124907"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101735581","display_name":"Jie Luo","orcid":"https://orcid.org/0000-0002-1437-2214"},"institutions":[{"id":"https://openalex.org/I4210087915","display_name":"Massachusetts General Hospital","ror":"https://ror.org/002pd6e78","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210087915","https://openalex.org/I48633490"]},{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jie Luo","raw_affiliation_strings":["Harvard Medical School,Massachusetts General Hospital,Boston,USA,02114"],"affiliations":[{"raw_affiliation_string":"Harvard Medical School,Massachusetts General Hospital,Boston,USA,02114","institution_ids":["https://openalex.org/I4210087915","https://openalex.org/I136199984"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100426928","display_name":"Xiongbiao Luo","orcid":"https://orcid.org/0000-0001-7906-8857"},"institutions":[{"id":"https://openalex.org/I75867142","display_name":"Xiamen University of Technology","ror":"https://ror.org/01285e189","country_code":"CN","type":"education","lineage":["https://openalex.org/I75867142"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiongbiao Luo","raw_affiliation_strings":["Xiamen University,Department of Computer Science and Technology,Xiamen,China,361102"],"affiliations":[{"raw_affiliation_string":"Xiamen University,Department of Computer Science and Technology,Xiamen,China,361102","institution_ids":["https://openalex.org/I75867142"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5032720069"],"corresponding_institution_ids":["https://openalex.org/I75867142"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.04901259,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10675","display_name":"Mechanical Circulatory Support Devices","score":0.7997999787330627,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10675","display_name":"Mechanical Circulatory Support Devices","score":0.7997999787330627,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10821","display_name":"Cardiovascular Function and Risk Factors","score":0.7613000273704529,"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"}},{"id":"https://openalex.org/T11055","display_name":"Cardiac and Coronary Surgery Techniques","score":0.7555000185966492,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"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":0.6009437441825867},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4867701530456543}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6009437441825867},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4867701530456543}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icassp49660.2025.10888827","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp49660.2025.10888827","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.550000011920929,"display_name":"Zero hunger","id":"https://metadata.un.org/sdg/2"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320337504","display_name":"Research and Development","ror":"https://ror.org/027s68j25"},{"id":"https://openalex.org/F4320338440","display_name":"HORIZON EUROPE Health","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W1980094990","https://openalex.org/W2011612504","https://openalex.org/W2119360734","https://openalex.org/W2984453596","https://openalex.org/W3015812966","https://openalex.org/W4200521679","https://openalex.org/W4284959408","https://openalex.org/W6639225727"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Pulmonary":[0],"segments":[1,12,43],"parcellation":[2,148],"is":[3,19],"essential":[4],"to":[5,68,87,99,136,154],"thoracoscopic":[6],"segmentectomy.":[7],"Surgeons":[8],"manually":[9],"outline":[10],"pulmonary":[11,42,57,85,114],"from":[13,152],"preoperative":[14],"images":[15],"before":[16],"surgery,":[17],"which":[18],"a":[20,29,133],"time-consuming,":[21],"labor-intensive":[22],"and":[23,61,90,131],"mental-stress":[24],"procedure.":[25],"This":[26],"work":[27],"proposes":[28],"novel":[30],"small":[31],"learning":[32],"model":[33],"of":[34,56,83,104,146],"deep":[35],"support":[36],"vein":[37,62],"machine":[38,51,126],"without":[39],"using":[40],"annotated":[41],"data":[44],"for":[45],"automatic":[46],"lung":[47,72,105,139,147],"parcellation.":[48,92,106,140],"Specifically,":[49],"this":[50],"can":[52],"learn":[53],"anatomical":[54],"structures":[55],"lobe,":[58],"bronchus,":[59],"artery,":[60],"by":[63],"two":[64],"cascade":[65],"multilayer":[66],"perceptrons":[67],"automatically":[69],"divides":[70],"the":[71,81,84,102,119,142],"into":[73],"eighteen":[74],"segments.":[75],"The":[76],"perceptron":[77],"module":[78],"typically":[79],"smooths":[80],"boundary":[82],"segment":[86],"attain":[88],"robust":[89],"precise":[91],"Additionally,":[93],"three":[94],"new":[95],"metrics":[96],"are":[97],"defined":[98],"quantitatively":[100],"evaluate":[101],"quality":[103],"We":[107],"validate":[108],"our":[109,124],"methods":[110,130],"on":[111],"108":[112],"clinical":[113],"computed":[115],"tomography":[116],"scans,":[117],"with":[118],"experimental":[120],"results":[121],"showing":[122],"that":[123],"proposed":[125],"certainly":[127],"outperforms":[128],"current":[129],"provides":[132],"promising":[134],"way":[135],"fully":[137],"automated":[138],"Particularly,":[141],"dice":[143],"similarity":[144],"coefficient":[145],"was":[149],"significantly":[150],"improved":[151],"0.886":[153],"0.918.":[155]},"counts_by_year":[],"updated_date":"2025-12-23T23:11:35.936235","created_date":"2025-10-10T00:00:00"}
