{"id":"https://openalex.org/W4394781942","doi":"https://doi.org/10.48550/arxiv.2404.07671","title":"Deep learning-driven pulmonary arteries and veins segmentation reveals\n demography-associated pulmonary vasculature anatomy","display_name":"Deep learning-driven pulmonary arteries and veins segmentation reveals\n demography-associated pulmonary vasculature anatomy","publication_year":2024,"publication_date":"2024-04-11","ids":{"openalex":"https://openalex.org/W4394781942","doi":"https://doi.org/10.48550/arxiv.2404.07671"},"language":"en","primary_location":{"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2404.07671","pdf_url":"http://arxiv.org/pdf/2404.07671","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_indexed_in_scopus":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":["Cornell University"],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false},"type":"preprint","type_crossref":"posted-content","indexed_in":["arxiv"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://arxiv.org/pdf/2404.07671","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5104128667","display_name":"Yuetan Chu","orcid":"https://orcid.org/0000-0003-1729-831X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chu, Yuetan","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091843570","display_name":"Gongning Luo","orcid":"https://orcid.org/0000-0003-3662-0335"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Luo, Gongning","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010191987","display_name":"Longxi Zhou","orcid":"https://orcid.org/0000-0003-0116-9361"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhou, Longxi","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081912134","display_name":"Shaodong Cao","orcid":"https://orcid.org/0000-0002-0311-1684"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Cao, Shaodong","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030234898","display_name":"Guolin Ma","orcid":"https://orcid.org/0000-0002-4044-025X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ma, Guolin","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012381380","display_name":"Xianglin Meng","orcid":"https://orcid.org/0000-0002-0092-2705"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Meng, Xianglin","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071123136","display_name":"Juexiao Zhou","orcid":"https://orcid.org/0000-0002-6739-6236"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhou, Juexiao","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052883667","display_name":"Changchun Yang","orcid":"https://orcid.org/0000-0001-9567-630X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yang, Changchun","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069381528","display_name":"Xie De-xuan","orcid":"https://orcid.org/0000-0002-6995-801X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xie, Dexuan","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056639842","display_name":"Ricardo Henao","orcid":"https://orcid.org/0000-0003-4980-845X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Henao, Ricardo","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019137945","display_name":"Xigang Xiao","orcid":"https://orcid.org/0000-0002-2795-9823"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xiao, Xigang","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009467631","display_name":"Lian\u2010Ming Wu","orcid":"https://orcid.org/0000-0001-7381-5436"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wu, Lianming","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035186284","display_name":"Zhaowen Qiu","orcid":"https://orcid.org/0000-0001-5292-0333"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Qiu, Zhaowen","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5100618900","display_name":"Xin Gao","orcid":"https://orcid.org/0000-0002-7108-3574"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Gao, Xin","raw_affiliation_strings":[],"affiliations":[]}],"institution_assertions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":78,"max":88},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10728","display_name":"Pulmonary Hypertension Research and Treatments","score":0.9989,"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/T10728","display_name":"Pulmonary Hypertension Research and Treatments","score":0.9989,"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/T10285","display_name":"Venous Thromboembolism Diagnosis and Management","score":0.9858,"subfield":{"id":"https://openalex.org/subfields/2724","display_name":"Internal 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/T10202","display_name":"Lung Cancer Diagnosis and Treatment","score":0.9743,"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":[],"concepts":[{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.79437715},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.68895847},{"id":"https://openalex.org/C2780940725","wikidata":"https://www.wikidata.org/wiki/Q206280","display_name":"Pulmonary artery","level":2,"score":0.58321655},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.5756064},{"id":"https://openalex.org/C2777202286","wikidata":"https://www.wikidata.org/wiki/Q9609","display_name":"Vein","level":2,"score":0.42570758},{"id":"https://openalex.org/C2780689522","wikidata":"https://www.wikidata.org/wiki/Q535352","display_name":"Pulmonary vein","level":3,"score":0.41092247},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.25578147},{"id":"https://openalex.org/C164705383","wikidata":"https://www.wikidata.org/wiki/Q10379","display_name":"Cardiology","level":1,"score":0.22346276},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.19626942},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.177618},{"id":"https://openalex.org/C2778902805","wikidata":"https://www.wikidata.org/wiki/Q322177","display_name":"Ablation","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2404.07671","pdf_url":"http://arxiv.org/pdf/2404.07671","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_indexed_in_scopus":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":["Cornell University"],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false}],"best_oa_location":{"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2404.07671","pdf_url":"http://arxiv.org/pdf/2404.07671","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_indexed_in_scopus":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":["Cornell University"],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.72}],"grants":[],"datasets":[],"versions":[],"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4292869490","https://openalex.org/W4286310488","https://openalex.org/W4248887569","https://openalex.org/W4210589098","https://openalex.org/W3022382523","https://openalex.org/W2411633993","https://openalex.org/W2145688962","https://openalex.org/W2026917967","https://openalex.org/W1964512713","https://openalex.org/W179302952"],"abstract_inverted_index":{"Pulmonary":[0,19,65],"artery-vein":[1,72,234],"segmentation":[2,73,101,112,168,174,235],"is":[3,13,209],"crucial":[4],"for":[5,116,240],"diagnosing":[6],"pulmonary":[7,186,200,245],"diseases":[8],"and":[9,12,43,50,78,97,122,141,156,203,205,217,243],"surgical":[10],"planning,":[11],"traditionally":[14],"achieved":[15],"by":[16,107],"Computed":[17],"Tomography":[18],"Angiography":[20],"(CTPA).":[21],"However,":[22],"concerns":[23],"regarding":[24],"adverse":[25],"health":[26],"effects":[27],"from":[28],"contrast":[29],"agents":[30],"used":[31],"in":[32,191,212,215,247],"CTPA":[33,79],"have":[34,180],"constrained":[35],"its":[36],"clinical":[37,52,142,241],"utility.":[38],"In":[39],"contrast,":[40],"identifying":[41],"arteries":[42],"veins":[44],"using":[45],"non-contrast":[46,76,170],"CT,":[47],"a":[48,63,94,114,151,157,196,237,248],"conventional":[49],"low-cost":[51],"examination":[53],"routine,":[54],"has":[55],"long":[56],"been":[57],"considered":[58],"impossible.":[59],"Here":[60],"we":[61,179],"propose":[62],"High-abundant":[64],"Artery-vein":[66],"Segmentation":[67],"(HiPaS)":[68],"framework":[69],"achieving":[70,150],"accurate":[71,233],"on":[74,89,125,169,175,188],"both":[75],"CT":[77,91,132,171],"across":[80],"various":[81],"spatial":[82,87],"resolutions.":[83],"HiPaS":[84,124,167,231],"first":[85],"performs":[86],"normalization":[88],"raw":[90],"scans":[92],"via":[93],"super-resolution":[95],"module,":[96],"then":[98],"iteratively":[99],"achieves":[100],"results":[102],"at":[103],"different":[104],"branch":[105],"levels":[106],"utilizing":[108],"the":[109,145,164,223],"low-level":[110],"vessel":[111,118,201,207],"as":[113],"prior":[115],"high-level":[117],"segmentation.":[119],"We":[120],"trained":[121],"validated":[123],"our":[126],"established":[127],"multi-centric":[128],"dataset":[129],"comprising":[130],"1,073":[131],"volumes":[133,227],"with":[134,220],"meticulous":[135],"manual":[136],"annotation.":[137],"Both":[138],"quantitative":[139],"experiments":[140,162],"evaluation":[143],"demonstrated":[144,163],"superior":[146],"performance":[147],"of":[148,154,159,166,185,225],"HiPaS,":[149,178],"dice":[152],"score":[153],"91.8%":[155],"sensitivity":[158],"98.0%.":[160],"Further":[161],"non-inferiority":[165],"compared":[172],"to":[173],"CTPA.":[176],"Employing":[177],"conducted":[181],"an":[182],"anatomical":[183],"study":[184],"vasculature":[187],"10,613":[189],"participants":[190],"China":[192],"(five":[193],"sites),":[194],"discovering":[195],"new":[197],"association":[198],"between":[199],"abundance":[202,208],"sex":[204],"age:":[206],"significantly":[210],"higher":[211],"females":[213],"than":[214],"males,":[216],"slightly":[218],"decreases":[219],"age,":[221],"under":[222],"controlling":[224],"lung":[226],"(p":[228],"<":[229],"0.0001).":[230],"realizing":[232],"delineates":[236],"promising":[238],"avenue":[239],"diagnosis":[242],"understanding":[244],"physiology":[246],"non-invasive":[249],"manner.":[250]},"abstract_inverted_index_v3":null,"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W4394781942","counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-04-14T01:41:43.547527","created_date":"2024-04-13"}