{"id":"https://openalex.org/W4363650251","doi":"https://doi.org/10.1117/12.2647150","title":"Vascular pattern recognition for narrow-band imaging bronchoscopy","display_name":"Vascular pattern recognition for narrow-band imaging bronchoscopy","publication_year":2023,"publication_date":"2023-04-10","ids":{"openalex":"https://openalex.org/W4363650251","doi":"https://doi.org/10.1117/12.2647150"},"language":"en","primary_location":{"id":"doi:10.1117/12.2647150","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1117/12.2647150","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Medical Imaging 2023: Biomedical Applications in Molecular, Structural, and Functional Imaging","raw_type":"proceedings-article"},"type":"conference-paper","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/A5023728903","display_name":"Vahid Daneshpajooh","orcid":"https://orcid.org/0000-0003-4698-5450"},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vahid Daneshpajooh","raw_affiliation_strings":["The Pennsylvania State Univ. (United States)","Penn State - Pennsylvania State University (201 Old Main, University Park, Pennsylvania 16802 - United States)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Pennsylvania State Univ. (United States)","institution_ids":["https://openalex.org/I130769515"]},{"raw_affiliation_string":"Penn State - Pennsylvania State University (201 Old Main, University Park, Pennsylvania 16802 - United States)","institution_ids":["https://openalex.org/I130769515"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075009256","display_name":"C\u00e9dric Dumas","orcid":"https://orcid.org/0000-0002-3779-0988"},"institutions":[{"id":"https://openalex.org/I205703379","display_name":"Institut Mines-T\u00e9l\u00e9com","ror":"https://ror.org/025vp2923","country_code":"FR","type":"facility","lineage":["https://openalex.org/I205703379"]},{"id":"https://openalex.org/I4210117005","display_name":"Laboratoire des Sciences du Num\u00e9rique de Nantes","ror":"https://ror.org/02snf8m58","country_code":"FR","type":"facility","lineage":["https://openalex.org/I100445878","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I205703379","https://openalex.org/I4210117005","https://openalex.org/I4210124215","https://openalex.org/I4210127572","https://openalex.org/I4210139971","https://openalex.org/I97188460","https://openalex.org/I97188460"]},{"id":"https://openalex.org/I4210127572","display_name":"IMT Atlantique","ror":"https://ror.org/030hj3061","country_code":"FR","type":"education","lineage":["https://openalex.org/I205703379","https://openalex.org/I4210127572"]},{"id":"https://openalex.org/I97188460","display_name":"Nantes Universit\u00e9","ror":"https://ror.org/03gnr7b55","country_code":"FR","type":"education","lineage":["https://openalex.org/I97188460"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Cedric Dumas","raw_affiliation_strings":["Institut Mines-T\u00e9l\u00e9com (France)","LS2N - Laboratoire des Sciences du Num\u00e9rique de Nantes (Universit\u00e9 de Nantes \u2013 facult\u00e9 des Sciences et Techniques (FST)\r\n2 Chemin de la Houssini\u00e8re\r\nBP 92208, 44322 Nantes Cedex 3 - France)","IMT Atlantique - DAPI - D\u00e9partement Automatique, Productique et Informatique (IMT Atlantique - Campus de Nantes - La Chantrerie - 4, rue Alfred Kastler - CS 20722 - 44307 NANTES Cedex 3 - France)","LS2N - \u00e9quipe PACCE - Perception, Action, Cognition pour la Conception et l\u2019Ergonomie (France)","IMT Atlantique - IMT Atlantique (Campus Brest : Technop\u00f4le Brest-Iroise CS 8381829238 BREST Cedex 3 -\r\nCampus Nantes : 4, rue Alfred Kastler- La chantrerie 44300 NANTES -\r\nCampus Rennes :  2 Rue de la Ch\u00e2taigneraie, 35510 CESSON SEVIGNE - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institut Mines-T\u00e9l\u00e9com (France)","institution_ids":["https://openalex.org/I205703379"]},{"raw_affiliation_string":"LS2N - Laboratoire des Sciences du Num\u00e9rique de Nantes (Universit\u00e9 de Nantes \u2013 facult\u00e9 des Sciences et Techniques (FST)\r\n2 Chemin de la Houssini\u00e8re\r\nBP 92208, 44322 Nantes Cedex 3 - France)","institution_ids":["https://openalex.org/I4210117005","https://openalex.org/I97188460"]},{"raw_affiliation_string":"IMT Atlantique - DAPI - D\u00e9partement Automatique, Productique et Informatique (IMT Atlantique - Campus de Nantes - La Chantrerie - 4, rue Alfred Kastler - CS 20722 - 44307 NANTES Cedex 3 - France)","institution_ids":["https://openalex.org/I4210127572"]},{"raw_affiliation_string":"LS2N - \u00e9quipe PACCE - Perception, Action, Cognition pour la Conception et l\u2019Ergonomie (France)","institution_ids":["https://openalex.org/I97188460","https://openalex.org/I4210117005"]},{"raw_affiliation_string":"IMT Atlantique - IMT Atlantique (Campus Brest : Technop\u00f4le Brest-Iroise CS 8381829238 BREST Cedex 3 -\r\nCampus Nantes : 4, rue Alfred Kastler- La chantrerie 44300 NANTES -\r\nCampus Rennes :  2 Rue de la Ch\u00e2taigneraie, 35510 CESSON SEVIGNE - France)","institution_ids":["https://openalex.org/I4210127572"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040792328","display_name":"Danish Ahmad","orcid":"https://orcid.org/0000-0001-5381-1243"},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]},{"id":"https://openalex.org/I82783531","display_name":"Penn State Milton S. Hershey Medical Center","ror":"https://ror.org/01h22ap11","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I82783531"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Danish Ahmad","raw_affiliation_strings":["Penn State College of Medicine (United States)","Penn State College of Medicine (700 HMC Crescent Road\r\nHershey, PA 17033 - United States)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Penn State College of Medicine (United States)","institution_ids":["https://openalex.org/I130769515"]},{"raw_affiliation_string":"Penn State College of Medicine (700 HMC Crescent Road\r\nHershey, PA 17033 - United States)","institution_ids":["https://openalex.org/I82783531"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109935619","display_name":"Jennifer Toth","orcid":null},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]},{"id":"https://openalex.org/I82783531","display_name":"Penn State Milton S. Hershey Medical Center","ror":"https://ror.org/01h22ap11","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I82783531"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jennifer Toth","raw_affiliation_strings":["Penn State College of Medicine (United States)","Penn State College of Medicine (700 HMC Crescent Road\r\nHershey, PA 17033 - United States)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Penn State College of Medicine (United States)","institution_ids":["https://openalex.org/I130769515"]},{"raw_affiliation_string":"Penn State College of Medicine (700 HMC Crescent Road\r\nHershey, PA 17033 - United States)","institution_ids":["https://openalex.org/I82783531"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033586503","display_name":"Rebecca Bascom","orcid":"https://orcid.org/0000-0001-5875-3476"},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]},{"id":"https://openalex.org/I82783531","display_name":"Penn State Milton S. Hershey Medical Center","ror":"https://ror.org/01h22ap11","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I82783531"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rebecca Bascom","raw_affiliation_strings":["Penn State College of Medicine (United States)","Penn State College of Medicine (700 HMC Crescent Road\r\nHershey, PA 17033 - United States)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Penn State College of Medicine (United States)","institution_ids":["https://openalex.org/I130769515"]},{"raw_affiliation_string":"Penn State College of Medicine (700 HMC Crescent Road\r\nHershey, PA 17033 - United States)","institution_ids":["https://openalex.org/I82783531"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090923952","display_name":"William E. Higgins","orcid":"https://orcid.org/0000-0003-4781-9374"},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"William E. Higgins","raw_affiliation_strings":["The Pennsylvania State Univ. (United States)","Penn State - Pennsylvania State University (201 Old Main, University Park, Pennsylvania 16802 - United States)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Pennsylvania State Univ. (United States)","institution_ids":["https://openalex.org/I130769515"]},{"raw_affiliation_string":"Penn State - Pennsylvania State University (201 Old Main, University Park, Pennsylvania 16802 - United States)","institution_ids":["https://openalex.org/I130769515"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"19","last_page":"19"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10202","display_name":"Lung Cancer Diagnosis and Treatment","score":0.9182000160217285,"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":0.9182000160217285,"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/T12015","display_name":"Photoacoustic and Ultrasonic Imaging","score":0.9160000085830688,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/narrow-band-imaging","display_name":"Narrow-band imaging","score":0.7305417060852051},{"id":"https://openalex.org/keywords/pathological","display_name":"Pathological","score":0.5778831839561462},{"id":"https://openalex.org/keywords/bronchoscopy","display_name":"Bronchoscopy","score":0.5533761382102966},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.5354943871498108},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.49485987424850464},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.47971266508102417},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.46428361535072327},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.45481666922569275},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.42630690336227417},{"id":"https://openalex.org/keywords/lung-cancer","display_name":"Lung cancer","score":0.41927382349967957},{"id":"https://openalex.org/keywords/lung","display_name":"Lung","score":0.4123387932777405},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.39315247535705566},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.3892247974872589},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3649156987667084},{"id":"https://openalex.org/keywords/endoscopy","display_name":"Endoscopy","score":0.1593867540359497},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.0717124342918396}],"concepts":[{"id":"https://openalex.org/C2781399487","wikidata":"https://www.wikidata.org/wiki/Q6966306","display_name":"Narrow-band imaging","level":3,"score":0.7305417060852051},{"id":"https://openalex.org/C207886595","wikidata":"https://www.wikidata.org/wiki/Q1456138","display_name":"Pathological","level":2,"score":0.5778831839561462},{"id":"https://openalex.org/C2778996910","wikidata":"https://www.wikidata.org/wiki/Q237232","display_name":"Bronchoscopy","level":2,"score":0.5533761382102966},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.5354943871498108},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.49485987424850464},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47971266508102417},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.46428361535072327},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.45481666922569275},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.42630690336227417},{"id":"https://openalex.org/C2776256026","wikidata":"https://www.wikidata.org/wiki/Q47912","display_name":"Lung cancer","level":2,"score":0.41927382349967957},{"id":"https://openalex.org/C2777714996","wikidata":"https://www.wikidata.org/wiki/Q7886","display_name":"Lung","level":2,"score":0.4123387932777405},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.39315247535705566},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.3892247974872589},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3649156987667084},{"id":"https://openalex.org/C2778451229","wikidata":"https://www.wikidata.org/wiki/Q212809","display_name":"Endoscopy","level":2,"score":0.1593867540359497},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0717124342918396}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1117/12.2647150","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1117/12.2647150","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Medical Imaging 2023: Biomedical Applications in Molecular, Structural, and Functional Imaging","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-04040243v1","is_oa":false,"landing_page_url":"https://hal.science/hal-04040243","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"SPIE Medical Imaging, SPIE, Feb 2023, San Diego, United States. pp.19, &#x27E8;10.1117/12.2647150&#x27E9;","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.8199999928474426,"id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2118176056","https://openalex.org/W1514442676","https://openalex.org/W2365243064","https://openalex.org/W2068608913","https://openalex.org/W2948448870","https://openalex.org/W3124914020","https://openalex.org/W2076556667","https://openalex.org/W2141033859","https://openalex.org/W2078090396","https://openalex.org/W2386699790"],"abstract_inverted_index":{"Narrow-band":[0],"imaging":[1],"(NBI)":[2],"bronchoscopy":[3],"offers":[4],"enhanced":[5],"visualization":[6],"of":[7,28,37,47,83],"microvascular":[8],"structures":[9],"in":[10,24,95,109],"the":[11,26,84,96,110],"lung\u2019s":[12],"epithelium":[13],"(airway":[14],"walls).":[15],"Recent":[16],"studies":[17],"suggest":[18],"that":[19],"such":[20],"vessels":[21],"are":[22],"helpful":[23],"predicting":[25],"invasiveness":[27],"bronchial":[29,85],"lesions.":[30],"In":[31],"particular,":[32],"Shibuya":[33],"characterized":[34],"pathological":[35,81],"features":[36,82],"lesions":[38],"and":[39,79,92],"studied":[40],"their":[41],"relationship":[42],"with":[43],"specific":[44],"histological":[45],"stages":[46],"lung":[48],"cancer.":[49],"We":[50,87],"propose":[51],"a":[52,60,69,74,101,106],"method":[53,72],"for":[54],"identifying":[55],"these":[56],"vascular":[57],"patterns":[58],"using":[59,73],"small":[61],"expert-labeled":[62],"dataset.":[63],"Our":[64],"approach":[65],"is":[66],"based":[67],"on":[68],"few-shot":[70],"learning":[71],"Siamese":[75],"network":[76],"to":[77,100],"learn":[78],"distinguish":[80],"vasculature.":[86],"achieved":[88],"better":[89],"intra-class":[90],"clustering":[91],"inter-class":[93],"separation":[94],"embedding":[97],"space":[98],"compared":[99],"baseline":[102],"CNN":[103],"classifier.":[104],"Further,":[105],"25%":[107],"increase":[108],"overall":[111],"accuracy":[112],"was":[113],"obtained":[114],"during":[115],"testing.":[116]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
