{"id":"https://openalex.org/W4399140362","doi":"https://doi.org/10.1117/1.jmi.11.3.034502","title":"Quantifying lung fissure integrity using a three-dimensional patch-based convolutional neural network on CT images for emphysema treatment planning","display_name":"Quantifying lung fissure integrity using a three-dimensional patch-based convolutional neural network on CT images for emphysema treatment planning","publication_year":2024,"publication_date":"2024-05-29","ids":{"openalex":"https://openalex.org/W4399140362","doi":"https://doi.org/10.1117/1.jmi.11.3.034502","pmid":"https://pubmed.ncbi.nlm.nih.gov/38817711","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/11135203"},"language":"en","primary_location":{"id":"doi:10.1117/1.jmi.11.3.034502","doi":"https://doi.org/10.1117/1.jmi.11.3.034502","is_oa":false,"landing_page_url":"https://doi.org/10.1117/1.jmi.11.3.034502","pdf_url":null,"source":{"id":"https://openalex.org/S2765007747","display_name":"Journal of medical imaging","issn_l":"2329-4302","issn":["2329-4302","2329-4310"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["dongbi-d","jufo-1","ki-jl-1","norway-1","poland-70","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310315543","host_organization_name":"SPIE","host_organization_lineage":["https://openalex.org/P4310315543"],"host_organization_lineage_names":["SPIE"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Medical Imaging","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11135203","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5064466605","display_name":"Dallas K. Tada","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Dallas K. Tada","raw_affiliation_strings":["The University of California, Los Angeles","The University of California, Los Angeles (UCLA), David Geffen School of Medicine at UCLA, Center for Computer Vision and Imaging Biomarkers, Department of Radiological Sciences, Los Angeles, California, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of California, Los Angeles","institution_ids":["https://openalex.org/I161318765"]},{"raw_affiliation_string":"The University of California, Los Angeles (UCLA), David Geffen School of Medicine at UCLA, Center for Computer Vision and Imaging Biomarkers, Department of Radiological Sciences, Los Angeles, California, United States","institution_ids":["https://openalex.org/I161318765"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082804637","display_name":"Pang-yu Teng","orcid":"https://orcid.org/0000-0002-5582-5339","observed_orcids":["https://orcid.org/0000-0002-5582-5339"]},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Pangyu Teng","raw_affiliation_strings":["University of California, Los Angeles","The University of California, Los Angeles (UCLA), David Geffen School of Medicine at UCLA, Center for Computer Vision and Imaging Biomarkers, Department of Radiological Sciences, Los Angeles, California, United States"],"raw_orcid":"https://orcid.org/0000-0002-5582-5339","affiliations":[{"raw_affiliation_string":"University of California, Los Angeles","institution_ids":["https://openalex.org/I161318765"]},{"raw_affiliation_string":"The University of California, Los Angeles (UCLA), David Geffen School of Medicine at UCLA, Center for Computer Vision and Imaging Biomarkers, Department of Radiological Sciences, Los Angeles, California, United States","institution_ids":["https://openalex.org/I161318765"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029737017","display_name":"Kalyani Vyapari","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kalyani Vyapari","raw_affiliation_strings":["University of California, Los Angeles","The University of California, Los Angeles (UCLA), David Geffen School of Medicine at UCLA, Center for Computer Vision and Imaging Biomarkers, Department of Radiological Sciences, Los Angeles, California, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California, Los Angeles","institution_ids":["https://openalex.org/I161318765"]},{"raw_affiliation_string":"The University of California, Los Angeles (UCLA), David Geffen School of Medicine at UCLA, Center for Computer Vision and Imaging Biomarkers, Department of Radiological Sciences, Los Angeles, California, United States","institution_ids":["https://openalex.org/I161318765"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075720661","display_name":"Ashley Banola","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ashley Banola","raw_affiliation_strings":["University of California, Los Angeles","The University of California, Los Angeles (UCLA), David Geffen School of Medicine at UCLA, Center for Computer Vision and Imaging Biomarkers, Department of Radiological Sciences, Los Angeles, California, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California, Los Angeles","institution_ids":["https://openalex.org/I161318765"]},{"raw_affiliation_string":"The University of California, Los Angeles (UCLA), David Geffen School of Medicine at UCLA, Center for Computer Vision and Imaging Biomarkers, Department of Radiological Sciences, Los Angeles, California, United States","institution_ids":["https://openalex.org/I161318765"]}]},{"author_position":"middle","author":{"id":null,"display_name":"George Foster","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"George Foster","raw_affiliation_strings":["University of California, Los Angeles","The University of California, Los Angeles (UCLA), David Geffen School of Medicine at UCLA, Center for Computer Vision and Imaging Biomarkers, Department of Radiological Sciences, Los Angeles, California, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California, Los Angeles","institution_ids":["https://openalex.org/I161318765"]},{"raw_affiliation_string":"The University of California, Los Angeles (UCLA), David Geffen School of Medicine at UCLA, Center for Computer Vision and Imaging Biomarkers, Department of Radiological Sciences, Los Angeles, California, United States","institution_ids":["https://openalex.org/I161318765"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110697987","display_name":"E. Diaz","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Esteban Diaz","raw_affiliation_strings":["University of California, Los Angeles","The University of California, Los Angeles (UCLA), David Geffen School of Medicine at UCLA, Center for Computer Vision and Imaging Biomarkers, Department of Radiological Sciences, Los Angeles, California, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California, Los Angeles","institution_ids":["https://openalex.org/I161318765"]},{"raw_affiliation_string":"The University of California, Los Angeles (UCLA), David Geffen School of Medicine at UCLA, Center for Computer Vision and Imaging Biomarkers, Department of Radiological Sciences, Los Angeles, California, United States","institution_ids":["https://openalex.org/I161318765"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066683966","display_name":"Grace Hyun J. Kim","orcid":"https://orcid.org/0000-0003-1225-3489","observed_orcids":["https://orcid.org/0000-0003-1225-3489"]},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Grace Hyun J. Kim","raw_affiliation_strings":["University of California, Los Angeles","The University of California, Los Angeles (UCLA), David Geffen School of Medicine at UCLA, Center for Computer Vision and Imaging Biomarkers, Department of Radiological Sciences, Los Angeles, California, United States"],"raw_orcid":"https://orcid.org/0000-0003-1225-3489","affiliations":[{"raw_affiliation_string":"University of California, Los Angeles","institution_ids":["https://openalex.org/I161318765"]},{"raw_affiliation_string":"The University of California, Los Angeles (UCLA), David Geffen School of Medicine at UCLA, Center for Computer Vision and Imaging Biomarkers, Department of Radiological Sciences, Los Angeles, California, United States","institution_ids":["https://openalex.org/I161318765"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045343022","display_name":"Jonathan Gerald Goldin","orcid":"https://orcid.org/0000-0003-3007-9947","observed_orcids":["https://orcid.org/0000-0003-3007-9947"]},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jonathan G. Goldin","raw_affiliation_strings":["University of California, Los Angeles","The University of California, Los Angeles (UCLA), David Geffen School of Medicine at UCLA, Center for Computer Vision and Imaging Biomarkers, Department of Radiological Sciences, Los Angeles, California, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California, Los Angeles","institution_ids":["https://openalex.org/I161318765"]},{"raw_affiliation_string":"The University of California, Los Angeles (UCLA), David Geffen School of Medicine at UCLA, Center for Computer Vision and Imaging Biomarkers, Department of Radiological Sciences, Los Angeles, California, United States","institution_ids":["https://openalex.org/I161318765"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002353467","display_name":"Fereidoun G. Abtin","orcid":"https://orcid.org/0000-0003-2927-0883","observed_orcids":["https://orcid.org/0000-0003-2927-0883"]},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Fereidoun Abtin","raw_affiliation_strings":["University of California, Los Angeles","The University of California, Los Angeles (UCLA), David Geffen School of Medicine at UCLA, Center for Computer Vision and Imaging Biomarkers, Department of Radiological Sciences, Los Angeles, California, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California, Los Angeles","institution_ids":["https://openalex.org/I161318765"]},{"raw_affiliation_string":"The University of California, Los Angeles (UCLA), David Geffen School of Medicine at UCLA, Center for Computer Vision and Imaging Biomarkers, Department of Radiological Sciences, Los Angeles, California, United States","institution_ids":["https://openalex.org/I161318765"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090594327","display_name":"Michael F. McNitt\u2010Gray","orcid":"https://orcid.org/0000-0003-3004-4613","observed_orcids":["https://orcid.org/0000-0003-3004-4613"]},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michael McNitt-Gray","raw_affiliation_strings":["University of California, Los Angeles","The University of California, Los Angeles (UCLA), David Geffen School of Medicine at UCLA, Center for Computer Vision and Imaging Biomarkers, Department of Radiological Sciences, Los Angeles, California, United States"],"raw_orcid":"https://orcid.org/0000-0003-3004-4613","affiliations":[{"raw_affiliation_string":"University of California, Los Angeles","institution_ids":["https://openalex.org/I161318765"]},{"raw_affiliation_string":"The University of California, Los Angeles (UCLA), David Geffen School of Medicine at UCLA, Center for Computer Vision and Imaging Biomarkers, Department of Radiological Sciences, Los Angeles, California, United States","institution_ids":["https://openalex.org/I161318765"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070464496","display_name":"Matthew S. Brown","orcid":"https://orcid.org/0000-0001-6805-8151","observed_orcids":["https://orcid.org/0000-0001-6805-8151"]},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Matthew S. Brown","raw_affiliation_strings":["University of California, Los Angeles","The University of California, Los Angeles (UCLA), David Geffen School of Medicine at UCLA, Center for Computer Vision and Imaging Biomarkers, Department of Radiological Sciences, Los Angeles, California, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California, Los Angeles","institution_ids":["https://openalex.org/I161318765"]},{"raw_affiliation_string":"The University of California, Los Angeles (UCLA), David Geffen School of Medicine at UCLA, Center for Computer Vision and Imaging Biomarkers, Department of Radiological Sciences, Los Angeles, California, United States","institution_ids":["https://openalex.org/I161318765"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5064466605"],"corresponding_institution_ids":["https://openalex.org/I161318765"],"apc_list":null,"apc_paid":null,"fwci":0.2793,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.47982001,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":"11","issue":"03","first_page":"1","last_page":"19"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.8003000020980835,"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":0.8003000020980835,"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/T11775","display_name":"COVID-19 diagnosis using AI","score":0.04399999976158142,"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/T10143","display_name":"Chronic Obstructive Pulmonary Disease (COPD) Research","score":0.0430000014603138,"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/emphysema","display_name":"emphysema","score":0.9589999914169312},{"id":"https://openalex.org/keywords/3d-convolutional-neural-networks","display_name":"3D convolutional neural networks","score":0.7820000052452087},{"id":"https://openalex.org/keywords/nnu-net","display_name":"nnU-Net","score":0.9700000286102295},{"id":"https://openalex.org/keywords/computed-tomography","display_name":"computed tomography","score":0.6430000066757202},{"id":"https://openalex.org/keywords/treatment-planning","display_name":"treatment planning","score":0.5009999871253967}],"concepts":[{"id":"https://openalex.org/C2780749890","wikidata":"https://www.wikidata.org/wiki/Q108822283","display_name":"Fissure","level":2,"score":0.890027642250061},{"id":"https://openalex.org/C54170458","wikidata":"https://www.wikidata.org/wiki/Q663554","display_name":"Voxel","level":2,"score":0.7322365045547485},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.6236387491226196},{"id":"https://openalex.org/C2989005","wikidata":"https://www.wikidata.org/wiki/Q214963","display_name":"Nuclear medicine","level":1,"score":0.45309075713157654},{"id":"https://openalex.org/C19609008","wikidata":"https://www.wikidata.org/wiki/Q2138203","display_name":"Region of interest","level":2,"score":0.44703829288482666},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37562304735183716},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.2891530990600586},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.16222769021987915},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.11803257465362549},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1117/1.jmi.11.3.034502","doi":"https://doi.org/10.1117/1.jmi.11.3.034502","is_oa":false,"landing_page_url":"https://doi.org/10.1117/1.jmi.11.3.034502","pdf_url":null,"source":{"id":"https://openalex.org/S2765007747","display_name":"Journal of medical imaging","issn_l":"2329-4302","issn":["2329-4302","2329-4310"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["dongbi-d","jufo-1","ki-jl-1","norway-1","poland-70","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310315543","host_organization_name":"SPIE","host_organization_lineage":["https://openalex.org/P4310315543"],"host_organization_lineage_names":["SPIE"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Medical Imaging","raw_type":"journal-article"},{"id":"pmh:oai:europepmc.org:10923007","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11135203","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":null,"raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:11135203","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11135203","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"J Med Imaging (Bellingham)","raw_type":"Text"},{"id":"pmid:38817711","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38817711","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of medical imaging (Bellingham, Wash.)","raw_type":"Journal Article"}],"best_oa_location":{"id":"pmh:oai:europepmc.org:10923007","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11135203","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":null,"raw_type":"Text"},"sustainable_development_goals":[{"score":0.9763000011444092,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"sustainable_development_goals_aurora":[{"score":0.4699999988079071,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"study_designs":[],"awards":[{"id":"https://openalex.org/G2574388213","display_name":"Robust Clinical Translation of CT Imaging Biomarker in COPD for EBV Patient Selection","funder_award_id":"R01HL153964","funder_id":"https://openalex.org/F4320337338","funder_display_name":"National Heart, Lung, and Blood Institute"}],"funders":[{"id":"https://openalex.org/F4320337338","display_name":"National Heart, Lung, and Blood Institute","ror":"https://ror.org/012pb6c26"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W1497551393","https://openalex.org/W1903029394","https://openalex.org/W1966191275","https://openalex.org/W2013927376","https://openalex.org/W2014237613","https://openalex.org/W2025026714","https://openalex.org/W2034520121","https://openalex.org/W2051241409","https://openalex.org/W2063273448","https://openalex.org/W2078446222","https://openalex.org/W2089041026","https://openalex.org/W2120074781","https://openalex.org/W2129310291","https://openalex.org/W2149799076","https://openalex.org/W2169905763","https://openalex.org/W2336031493","https://openalex.org/W2395611524","https://openalex.org/W2411496917","https://openalex.org/W2546871973","https://openalex.org/W2584719925","https://openalex.org/W2587828787","https://openalex.org/W2809254203","https://openalex.org/W2887477052","https://openalex.org/W2892283430","https://openalex.org/W2920797638","https://openalex.org/W3007746927","https://openalex.org/W3014974815","https://openalex.org/W3027691204","https://openalex.org/W3033144032","https://openalex.org/W3180629942","https://openalex.org/W4226143552","https://openalex.org/W4246382202","https://openalex.org/W4386251510","https://openalex.org/W6755548861"],"related_works":["https://openalex.org/W4362663784","https://openalex.org/W4393404574","https://openalex.org/W4408399553","https://openalex.org/W4410275048","https://openalex.org/W2013927376","https://openalex.org/W2747309871","https://openalex.org/W4386251510","https://openalex.org/W2036749571","https://openalex.org/W2004537732","https://openalex.org/W3027691204"],"abstract_inverted_index":{"Purpose:":[0],"Evaluation":[1],"of":[2,63,95,149,168,196,262],"lung":[3,245],"fissure":[4,45,112,126,152,156,161,171,179,186,198],"integrity":[5,46,172,187],"is":[6,127],"required":[7],"to":[8,31,49,78,90,107,145,243,257],"determine":[9],"whether":[10],"emphysema":[11,263],"patients":[12,64,264],"have":[13],"complete":[14],"fissures":[15,33,246],"and":[16,42,82,115,140,158,217,224,234,250],"are":[17],"candidates":[18],"for":[19,230],"endobronchial":[20],"valve":[21],"(EBV)":[22],"therapy.":[23],"We":[24],"propose":[25],"a":[26,35,117],"deep":[27],"learning":[28],"(DL)":[29],"approach":[30,240],"segment":[32,146,244],"using":[34,136],"three-dimensional":[36],"patch-based":[37],"convolutional":[38],"neural":[39],"network":[40],"(CNN)":[41],"quantitatively":[43],"assess":[44],"on":[47,247],"CT":[48,69,138,248],"evaluate":[50],"it":[51],"in":[52,204,259],"subjects":[53],"with":[54,65],"severe":[55,66],"emphysema.":[56],"Approach:":[57],"From":[58],"an":[59,164],"anonymized":[60],"image":[61,105],"database":[62],"emphysema,":[67],"129":[68],"scans":[70,139],"were":[71,76,88,101,220],"used.":[72],"Lung":[73],"lobe":[74],"segmentations":[75],"performed":[77,221],"identify":[79,108],"lobar":[80],"regions,":[81],"the":[83,111,125,147,177,182,194,205,214,231,260],"boundaries":[84],"among":[85],"these":[86],"regions":[87,94],"used":[89],"construct":[91],"approximate":[92],"interlobar":[93,99,183,206],"interest":[96],"(ROIs).":[97],"The":[98],"ROIs":[100,144,148],"annotated":[102],"by":[103,132,175,201],"expert":[104],"analysts":[106],"voxels":[109,123,199,203],"where":[110],"was":[113,134,173,190,211,241],"present":[114],"create":[116],"reference":[118,143,225],"ROI":[119,180],"that":[120],"excluded":[121],"non-fissure":[122],"(where":[124],"incomplete).":[128],"A":[129,185,238],"CNN":[130,215],"configured":[131],"nnU-Net":[133],"trained":[135],"86":[137],"their":[141],"corresponding":[142],"left":[150],"oblique":[151,155],"(LOF),":[153],"right":[154,159],"(ROF),":[157],"horizontal":[160],"(RHF).":[162],"For":[163],"independent":[165],"test":[166],"set":[167],"43":[169],"cases,":[170],"quantified":[174,212],"mapping":[176],"segmented":[178],"along":[181],"ROI.":[184,207],"score":[188],"(FIS)":[189],"then":[191],"calculated":[192],"as":[193],"percentage":[195],"labeled":[197],"divided":[200],"total":[202],"Predicted":[208],"FIS":[209,226],"(p-FIS)":[210],"from":[213,268],"output,":[216],"statistical":[218],"analyses":[219],"comparing":[222],"p-FIS":[223],"(r-FIS).":[227],"Results:":[228],")":[229],"LOF,":[232],"ROF,":[233],"RHF,":[235],"respectively.":[236],"Conclusions:":[237],"DL":[239],"developed":[242],"images":[249],"accurately":[251],"quantify":[252],"FIS.":[253],"It":[254],"has":[255],"potential":[256],"assist":[258],"identification":[261],"who":[265],"would":[266],"benefit":[267],"EBV":[269],"treatment.":[270]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-10-29T09:56:32.521200","created_date":"2024-05-30T00:00:00"}