{"id":"https://openalex.org/W4401352807","doi":"https://doi.org/10.3390/jimaging10080190","title":"Automatic Segmentation of Mediastinal Lymph Nodes and Blood Vessels in Endobronchial Ultrasound (EBUS) Images Using Deep Learning","display_name":"Automatic Segmentation of Mediastinal Lymph Nodes and Blood Vessels in Endobronchial Ultrasound (EBUS) Images Using Deep Learning","publication_year":2024,"publication_date":"2024-08-06","ids":{"openalex":"https://openalex.org/W4401352807","doi":"https://doi.org/10.3390/jimaging10080190","pmid":"https://pubmed.ncbi.nlm.nih.gov/39194979"},"language":"en","primary_location":{"id":"doi:10.3390/jimaging10080190","is_oa":true,"landing_page_url":"https://doi.org/10.3390/jimaging10080190","pdf_url":"https://www.mdpi.com/2313-433X/10/8/190/pdf?version=1723016703","source":{"id":"https://openalex.org/S2736465063","display_name":"Journal of Imaging","issn_l":"2313-433X","issn":["2313-433X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Imaging","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2313-433X/10/8/190/pdf?version=1723016703","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5093709578","display_name":"\u00d8yvind Ervik","orcid":"https://orcid.org/0009-0005-5857-3295"},"institutions":[{"id":"https://openalex.org/I204778367","display_name":"Norwegian University of Science and Technology","ror":"https://ror.org/05xg72x27","country_code":"NO","type":"education","lineage":["https://openalex.org/I204778367"]},{"id":"https://openalex.org/I2800375777","display_name":"Levanger Hospital","ror":"https://ror.org/029nzwk08","country_code":"NO","type":"healthcare","lineage":["https://openalex.org/I2800375777"]}],"countries":["NO"],"is_corresponding":true,"raw_author_name":"\u00d8yvind Ervik","raw_affiliation_strings":["Clinic of Medicine, Nord-Tr\u00f8ndelag Hospital Trust, Levanger Hospital, 7601 Levanger, Norway","Department of Circulation and Medical Imaging, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, 7030 Trondheim, Norway"],"raw_orcid":"https://orcid.org/0009-0005-5857-3295","affiliations":[{"raw_affiliation_string":"Clinic of Medicine, Nord-Tr\u00f8ndelag Hospital Trust, Levanger Hospital, 7601 Levanger, Norway","institution_ids":["https://openalex.org/I2800375777"]},{"raw_affiliation_string":"Department of Circulation and Medical Imaging, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, 7030 Trondheim, Norway","institution_ids":["https://openalex.org/I204778367"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106328421","display_name":"Ingrid Tveten","orcid":"https://orcid.org/0000-0002-9386-8639"},"institutions":[{"id":"https://openalex.org/I173888879","display_name":"SINTEF","ror":"https://ror.org/01f677e56","country_code":"NO","type":"facility","lineage":["https://openalex.org/I173888879"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Ingrid Tveten","raw_affiliation_strings":["Department of Health Research, SINTEF Digital, 7034 Trondheim, Norway"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Health Research, SINTEF Digital, 7034 Trondheim, Norway","institution_ids":["https://openalex.org/I173888879"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035226251","display_name":"Erlend Fagertun Hofstad","orcid":"https://orcid.org/0009-0007-5927-7468"},"institutions":[{"id":"https://openalex.org/I173888879","display_name":"SINTEF","ror":"https://ror.org/01f677e56","country_code":"NO","type":"facility","lineage":["https://openalex.org/I173888879"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Erlend Fagertun Hofstad","raw_affiliation_strings":["Department of Health Research, SINTEF Digital, 7034 Trondheim, Norway"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Health Research, SINTEF Digital, 7034 Trondheim, Norway","institution_ids":["https://openalex.org/I173888879"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070142708","display_name":"Thomas Lang\u00f8","orcid":"https://orcid.org/0000-0002-2824-6120"},"institutions":[{"id":"https://openalex.org/I173888879","display_name":"SINTEF","ror":"https://ror.org/01f677e56","country_code":"NO","type":"facility","lineage":["https://openalex.org/I173888879"]},{"id":"https://openalex.org/I4210104358","display_name":"St Olav's University Hospital","ror":"https://ror.org/01a4hbq44","country_code":"NO","type":"healthcare","lineage":["https://openalex.org/I4210104358"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Thomas Lang\u00f8","raw_affiliation_strings":["Department of Health Research, SINTEF Digital, 7034 Trondheim, Norway","Department of Research, St. Olavs Hospital, 7030 Trondheim, Norway"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Health Research, SINTEF Digital, 7034 Trondheim, Norway","institution_ids":["https://openalex.org/I173888879"]},{"raw_affiliation_string":"Department of Research, St. Olavs Hospital, 7030 Trondheim, Norway","institution_ids":["https://openalex.org/I4210104358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070970515","display_name":"H\u00e5kon Olav Leira","orcid":"https://orcid.org/0000-0003-0845-3891"},"institutions":[{"id":"https://openalex.org/I204778367","display_name":"Norwegian University of Science and Technology","ror":"https://ror.org/05xg72x27","country_code":"NO","type":"education","lineage":["https://openalex.org/I204778367"]},{"id":"https://openalex.org/I4210104358","display_name":"St Olav's University Hospital","ror":"https://ror.org/01a4hbq44","country_code":"NO","type":"healthcare","lineage":["https://openalex.org/I4210104358"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"H\u00e5kon Olav Leira","raw_affiliation_strings":["Department of Circulation and Medical Imaging, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, 7030 Trondheim, Norway","Department of Thoracic Medicine, St Olavs Hospital, Trondheim University Hospital, 7030 Trondheim, Norway"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Circulation and Medical Imaging, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, 7030 Trondheim, Norway","institution_ids":["https://openalex.org/I204778367"]},{"raw_affiliation_string":"Department of Thoracic Medicine, St Olavs Hospital, Trondheim University Hospital, 7030 Trondheim, Norway","institution_ids":["https://openalex.org/I4210104358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076215953","display_name":"Tore Amundsen","orcid":"https://orcid.org/0000-0002-4714-1949"},"institutions":[{"id":"https://openalex.org/I204778367","display_name":"Norwegian University of Science and Technology","ror":"https://ror.org/05xg72x27","country_code":"NO","type":"education","lineage":["https://openalex.org/I204778367"]},{"id":"https://openalex.org/I4210104358","display_name":"St Olav's University Hospital","ror":"https://ror.org/01a4hbq44","country_code":"NO","type":"healthcare","lineage":["https://openalex.org/I4210104358"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Tore Amundsen","raw_affiliation_strings":["Department of Circulation and Medical Imaging, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, 7030 Trondheim, Norway","Department of Thoracic Medicine, St Olavs Hospital, Trondheim University Hospital, 7030 Trondheim, Norway"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Circulation and Medical Imaging, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, 7030 Trondheim, Norway","institution_ids":["https://openalex.org/I204778367"]},{"raw_affiliation_string":"Department of Thoracic Medicine, St Olavs Hospital, Trondheim University Hospital, 7030 Trondheim, Norway","institution_ids":["https://openalex.org/I4210104358"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047066555","display_name":"Hanne Sorger","orcid":"https://orcid.org/0000-0002-9968-3491"},"institutions":[{"id":"https://openalex.org/I204778367","display_name":"Norwegian University of Science and Technology","ror":"https://ror.org/05xg72x27","country_code":"NO","type":"education","lineage":["https://openalex.org/I204778367"]},{"id":"https://openalex.org/I2800375777","display_name":"Levanger Hospital","ror":"https://ror.org/029nzwk08","country_code":"NO","type":"healthcare","lineage":["https://openalex.org/I2800375777"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Hanne Sorger","raw_affiliation_strings":["Clinic of Medicine, Nord-Tr\u00f8ndelag Hospital Trust, Levanger Hospital, 7601 Levanger, Norway","Department of Circulation and Medical Imaging, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, 7030 Trondheim, Norway"],"raw_orcid":"https://orcid.org/0000-0002-9968-3491","affiliations":[{"raw_affiliation_string":"Clinic of Medicine, Nord-Tr\u00f8ndelag Hospital Trust, Levanger Hospital, 7601 Levanger, Norway","institution_ids":["https://openalex.org/I2800375777"]},{"raw_affiliation_string":"Department of Circulation and Medical Imaging, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, 7030 Trondheim, Norway","institution_ids":["https://openalex.org/I204778367"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5093709578"],"corresponding_institution_ids":["https://openalex.org/I204778367","https://openalex.org/I2800375777"],"apc_list":{"value":1600,"currency":"CHF","value_usd":1732},"apc_paid":{"value":1600,"currency":"CHF","value_usd":1732},"fwci":2.99,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.9172498,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"10","issue":"8","first_page":"190","last_page":"190"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10202","display_name":"Lung Cancer Diagnosis and Treatment","score":1.0,"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/T10202","display_name":"Lung Cancer Diagnosis and Treatment","score":1.0,"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9977999925613403,"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/T10619","display_name":"Esophageal Cancer Research and Treatment","score":0.994700014591217,"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/lymph","display_name":"Lymph","score":0.6078698039054871},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5766187906265259},{"id":"https://openalex.org/keywords/endobronchial-ultrasound","display_name":"Endobronchial ultrasound","score":0.5402476787567139},{"id":"https://openalex.org/keywords/lymph-node","display_name":"Lymph node","score":0.5026934146881104},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.501168966293335},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.49143779277801514},{"id":"https://openalex.org/keywords/mediastinal-lymph-node","display_name":"Mediastinal lymph node","score":0.48676419258117676},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4637494683265686},{"id":"https://openalex.org/keywords/s\u00f8rensen\u2013dice-coefficient","display_name":"S\u00f8rensen\u2013Dice coefficient","score":0.4541553556919098},{"id":"https://openalex.org/keywords/ultrasound","display_name":"Ultrasound","score":0.43293577432632446},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.39215701818466187},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3116430640220642},{"id":"https://openalex.org/keywords/bronchoscopy","display_name":"Bronchoscopy","score":0.2503986954689026},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.23337039351463318},{"id":"https://openalex.org/keywords/metastasis","display_name":"Metastasis","score":0.16722264885902405},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.16427606344223022}],"concepts":[{"id":"https://openalex.org/C2779720271","wikidata":"https://www.wikidata.org/wiki/Q179422","display_name":"Lymph","level":2,"score":0.6078698039054871},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5766187906265259},{"id":"https://openalex.org/C3020762335","wikidata":"https://www.wikidata.org/wiki/Q162564","display_name":"Endobronchial ultrasound","level":3,"score":0.5402476787567139},{"id":"https://openalex.org/C2780849966","wikidata":"https://www.wikidata.org/wiki/Q170758","display_name":"Lymph node","level":2,"score":0.5026934146881104},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.501168966293335},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.49143779277801514},{"id":"https://openalex.org/C2780379385","wikidata":"https://www.wikidata.org/wiki/Q1916209","display_name":"Mediastinal lymph node","level":4,"score":0.48676419258117676},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4637494683265686},{"id":"https://openalex.org/C163892561","wikidata":"https://www.wikidata.org/wiki/Q2613728","display_name":"S\u00f8rensen\u2013Dice coefficient","level":4,"score":0.4541553556919098},{"id":"https://openalex.org/C143753070","wikidata":"https://www.wikidata.org/wiki/Q162564","display_name":"Ultrasound","level":2,"score":0.43293577432632446},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.39215701818466187},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3116430640220642},{"id":"https://openalex.org/C2778996910","wikidata":"https://www.wikidata.org/wiki/Q237232","display_name":"Bronchoscopy","level":2,"score":0.2503986954689026},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.23337039351463318},{"id":"https://openalex.org/C2779013556","wikidata":"https://www.wikidata.org/wiki/Q181876","display_name":"Metastasis","level":3,"score":0.16722264885902405},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.16427606344223022},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/jimaging10080190","is_oa":true,"landing_page_url":"https://doi.org/10.3390/jimaging10080190","pdf_url":"https://www.mdpi.com/2313-433X/10/8/190/pdf?version=1723016703","source":{"id":"https://openalex.org/S2736465063","display_name":"Journal of Imaging","issn_l":"2313-433X","issn":["2313-433X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Imaging","raw_type":"journal-article"},{"id":"pmid:39194979","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39194979","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,"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 imaging","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:11355184","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11355184","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11355184/pdf/jimaging-10-00190.pdf","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,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"J Imaging","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:be38a0ab362043f1a73b85386710fadd","is_oa":true,"landing_page_url":"https://doaj.org/article/be38a0ab362043f1a73b85386710fadd","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Imaging, Vol 10, Iss 8, p 190 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/jimaging10080190","is_oa":true,"landing_page_url":"https://doi.org/10.3390/jimaging10080190","pdf_url":"https://www.mdpi.com/2313-433X/10/8/190/pdf?version=1723016703","source":{"id":"https://openalex.org/S2736465063","display_name":"Journal of Imaging","issn_l":"2313-433X","issn":["2313-433X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Imaging","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.7900000214576721}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321972","display_name":"Helse- og Omsorgsdepartementet","ror":"https://ror.org/05ykb3m36"},{"id":"https://openalex.org/F4320327267","display_name":"St. Olavs Hospital Universitetssykehuset i Trondheim","ror":"https://ror.org/01a4hbq44"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4401352807.pdf","grobid_xml":"https://content.openalex.org/works/W4401352807.grobid-xml"},"referenced_works_count":48,"referenced_works":["https://openalex.org/W1508917737","https://openalex.org/W1901129140","https://openalex.org/W1965816195","https://openalex.org/W1979538859","https://openalex.org/W1989862975","https://openalex.org/W2020882936","https://openalex.org/W2029177620","https://openalex.org/W2040211532","https://openalex.org/W2057790076","https://openalex.org/W2069638350","https://openalex.org/W2080314380","https://openalex.org/W2096700585","https://openalex.org/W2102986816","https://openalex.org/W2122246024","https://openalex.org/W2130502393","https://openalex.org/W2131553048","https://openalex.org/W2153169173","https://openalex.org/W2177287205","https://openalex.org/W2228221433","https://openalex.org/W2313519064","https://openalex.org/W2437211089","https://openalex.org/W2535300095","https://openalex.org/W2587513889","https://openalex.org/W2739752238","https://openalex.org/W2769435486","https://openalex.org/W2915232829","https://openalex.org/W2964473892","https://openalex.org/W2973444803","https://openalex.org/W3004815555","https://openalex.org/W3093468774","https://openalex.org/W3103215654","https://openalex.org/W3127252802","https://openalex.org/W3128646645","https://openalex.org/W3132080514","https://openalex.org/W3178994609","https://openalex.org/W3188270395","https://openalex.org/W3213721065","https://openalex.org/W4205113769","https://openalex.org/W4229019586","https://openalex.org/W4253066442","https://openalex.org/W4284884045","https://openalex.org/W4284897025","https://openalex.org/W4304693547","https://openalex.org/W4378602290","https://openalex.org/W4385462035","https://openalex.org/W4388017150","https://openalex.org/W4396620559","https://openalex.org/W6796510247"],"related_works":["https://openalex.org/W2411759252","https://openalex.org/W2140471736","https://openalex.org/W2262732826","https://openalex.org/W2981006746","https://openalex.org/W2807519193","https://openalex.org/W2318672032","https://openalex.org/W3191161944","https://openalex.org/W2969368548","https://openalex.org/W2056774495","https://openalex.org/W2753739973"],"abstract_inverted_index":{"Endobronchial":[0],"ultrasound":[1],"(EBUS)":[2],"is":[3,24],"used":[4],"in":[5,30,58,210],"the":[6,18,106,114,128,140,152,165],"minimally":[7],"invasive":[8],"sampling":[9],"of":[10,21,63,92,113,127,139,151,164],"thoracic":[11],"lymph":[12,47,100,205],"nodes.":[13],"In":[14],"lung":[15],"cancer":[16],"staging,":[17],"accurate":[19],"assessment":[20],"mediastinal":[22,46,204],"structures":[23],"essential":[25],"but":[26],"challenged":[27],"by":[28],"variations":[29],"anatomy,":[31],"image":[32,36,184],"quality,":[33],"and":[34,44,49,74,81,102,122,134,146,158,162,172,180,202,207,217,220],"operator-dependent":[35],"interpretation.":[37],"This":[38],"study":[39],"aimed":[40],"to":[41],"automatically":[42,200],"detect":[43,201],"segment":[45,203],"nodes":[48,206],"blood":[50,103,208],"vessels":[51,209],"employing":[52],"a":[53],"novel":[54],"U-Net":[55,195],"architecture-based":[56,196],"approach":[57,197],"EBUS":[59,65,211],"images.":[60,212],"A":[61,89],"total":[62],"1161":[64],"images":[66,77,83,94],"from":[67,78,84],"40":[68],"patients":[69,80,86],"were":[70,87,118,130,142,154,168],"annotated.":[71],"For":[72,99],"training":[73],"validation,":[75],"882":[76],"30":[79],"145":[82],"5":[85],"utilized.":[88],"separate":[90],"set":[91],"134":[93],"was":[95,185,218],"reserved":[96],"for":[97],"testing.":[98],"node":[101],"vessel":[104],"segmentation,":[105],"mean":[107],"\u00b1":[108,120,124,132,136,144,148,156,160,170,174,187,191],"standard":[109],"deviation":[110],"(SD)":[111],"values":[112],"Dice":[115],"similarity":[116],"coefficient":[117],"0.71":[119,143],"0.35":[121],"0.76":[123],"0.38,":[125],"those":[126,138,150,163],"precision":[129],"0.69":[131],"0.36":[133],"0.82":[135],"0.22,":[137],"sensitivity":[141],"0.38":[145],"0.80":[147],"0.25,":[149],"specificity":[153],"0.98":[155],"0.02":[157],"0.99":[159],"0.01,":[161],"F1":[166],"score":[167],"0.85":[169],"0.16":[171],"0.81":[173],"0.21,":[175],"respectively.":[176],"The":[177,193,213],"average":[178],"processing":[179],"segmentation":[181],"run-time":[182],"per":[183],"55":[186],"1":[188],"ms":[189],"(mean":[190],"SD).":[192],"new":[194],"(EBUS-AI)":[198],"could":[199],"method":[214],"performed":[215],"well":[216],"feasible":[219],"fast,":[221],"enabling":[222],"real-time":[223],"automatic":[224],"labeling.":[225]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":5}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
