{"id":"https://openalex.org/W4220995575","doi":"https://doi.org/10.1117/12.2606054","title":"Video analysis framework for lesion detection in narrow band imaging bronchoscopy","display_name":"Video analysis framework for lesion detection in narrow band imaging bronchoscopy","publication_year":2022,"publication_date":"2022-03-30","ids":{"openalex":"https://openalex.org/W4220995575","doi":"https://doi.org/10.1117/12.2606054"},"language":"en","primary_location":{"id":"doi:10.1117/12.2606054","is_oa":false,"landing_page_url":"https://doi.org/10.1117/12.2606054","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Medical Imaging 2022: Biomedical Applications in Molecular, Structural, and Functional Imaging","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/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":true,"raw_author_name":"Vahid Daneshpajooh","raw_affiliation_strings":["The Pennsylvania State Univ. (United States)"],"affiliations":[{"raw_affiliation_string":"The Pennsylvania State Univ. (United States)","institution_ids":["https://openalex.org/I130769515"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041815376","display_name":"Danish Ahmad","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"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Danish Ahmad","raw_affiliation_strings":["The Pennsylvania State Univ. (United States)"],"affiliations":[{"raw_affiliation_string":"The Pennsylvania State Univ. (United States)","institution_ids":["https://openalex.org/I130769515"]}]},{"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"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jennifer Toth","raw_affiliation_strings":["The Pennsylvania State Univ. (United States)"],"affiliations":[{"raw_affiliation_string":"The Pennsylvania State Univ. (United States)","institution_ids":["https://openalex.org/I130769515"]}]},{"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"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rebecca Bascom","raw_affiliation_strings":["The Pennsylvania State Univ. (United States)"],"affiliations":[{"raw_affiliation_string":"The Pennsylvania State Univ. (United States)","institution_ids":["https://openalex.org/I130769515"]}]},{"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)"],"affiliations":[{"raw_affiliation_string":"The Pennsylvania State Univ. (United States)","institution_ids":["https://openalex.org/I130769515"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5023728903"],"corresponding_institution_ids":["https://openalex.org/I130769515"],"apc_list":null,"apc_paid":null,"fwci":0.3013,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.55927157,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":"11596","issue":null,"first_page":"21","last_page":"21"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10202","display_name":"Lung Cancer Diagnosis and Treatment","score":0.9837999939918518,"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":0.9837999939918518,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9531999826431274,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/bronchoscopy","display_name":"Bronchoscopy","score":0.6628211736679077},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6065583229064941},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5730557441711426},{"id":"https://openalex.org/keywords/narrow-band-imaging","display_name":"Narrow-band imaging","score":0.5366306900978088},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.5306790471076965},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.525320291519165},{"id":"https://openalex.org/keywords/lesion","display_name":"Lesion","score":0.522837221622467},{"id":"https://openalex.org/keywords/kinematics","display_name":"Kinematics","score":0.46653348207473755},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.45031383633613586},{"id":"https://openalex.org/keywords/medical-imaging","display_name":"Medical imaging","score":0.44870367646217346},{"id":"https://openalex.org/keywords/sensitivity","display_name":"Sensitivity (control systems)","score":0.4252646565437317},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2905368208885193},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.19620370864868164},{"id":"https://openalex.org/keywords/endoscopy","display_name":"Endoscopy","score":0.16402402520179749}],"concepts":[{"id":"https://openalex.org/C2778996910","wikidata":"https://www.wikidata.org/wiki/Q237232","display_name":"Bronchoscopy","level":2,"score":0.6628211736679077},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6065583229064941},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5730557441711426},{"id":"https://openalex.org/C2781399487","wikidata":"https://www.wikidata.org/wiki/Q6966306","display_name":"Narrow-band imaging","level":3,"score":0.5366306900978088},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.5306790471076965},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.525320291519165},{"id":"https://openalex.org/C2781156865","wikidata":"https://www.wikidata.org/wiki/Q827023","display_name":"Lesion","level":2,"score":0.522837221622467},{"id":"https://openalex.org/C39920418","wikidata":"https://www.wikidata.org/wiki/Q11476","display_name":"Kinematics","level":2,"score":0.46653348207473755},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.45031383633613586},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.44870367646217346},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.4252646565437317},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2905368208885193},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.19620370864868164},{"id":"https://openalex.org/C2778451229","wikidata":"https://www.wikidata.org/wiki/Q212809","display_name":"Endoscopy","level":2,"score":0.16402402520179749},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C74650414","wikidata":"https://www.wikidata.org/wiki/Q11397","display_name":"Classical mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1117/12.2606054","is_oa":false,"landing_page_url":"https://doi.org/10.1117/12.2606054","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Medical Imaging 2022: Biomedical Applications in Molecular, Structural, and Functional Imaging","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.6100000143051147}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W2053144498","https://openalex.org/W2105934661","https://openalex.org/W2151103935","https://openalex.org/W2397124276","https://openalex.org/W2921166240","https://openalex.org/W3133033097","https://openalex.org/W3157144426","https://openalex.org/W4250685322","https://openalex.org/W6682431704","https://openalex.org/W6748481559","https://openalex.org/W6750327463","https://openalex.org/W6771154167","https://openalex.org/W6791183993"],"related_works":["https://openalex.org/W2118176056","https://openalex.org/W1514442676","https://openalex.org/W2789522126","https://openalex.org/W2066693961","https://openalex.org/W2368363778","https://openalex.org/W122584421","https://openalex.org/W4244295168","https://openalex.org/W2753351751","https://openalex.org/W3185180338","https://openalex.org/W2889348933"],"abstract_inverted_index":{"Narrow":[0],"band":[1],"imaging":[2],"(NBI)":[3],"bronchoscopy":[4],"enables":[5,80],"enhanced":[6],"visualization":[7],"of":[8,15,25],"microvascular":[9],"structures":[10],"in":[11,64],"the":[12,16,34,39,42,107,124],"mucosal":[13,47],"layer":[14],"lungs":[17],"(airway":[18],"walls).":[19],"Such":[20],"vessels":[21],"are":[22],"potential":[23,46,69],"indications":[24],"developing":[26],"cancerous":[27,70],"lesions.":[28,71],"To":[29],"find":[30,68],"these":[31],"vascular":[32],"patterns,":[33],"bronchoscope":[35],"is":[36],"navigated":[37],"through":[38],"airways,":[40],"and":[41,61,85,118,122],"physician":[43],"manually":[44],"observes":[45],"vessel":[48],"structures.":[49],"We":[50],"propose":[51],"an":[52,97],"automated":[53],"video":[54,66],"analysis":[55],"framework":[56],"based":[57],"on":[58],"deep":[59],"learning":[60],"spatial-temporal":[62],"information":[63],"NBI":[65],"to":[67,110],"Using":[72],"patient":[73],"data,":[74],"we":[75,95],"demonstrate":[76],"that":[77],"our":[78],"method":[79],"89%":[81],"accuracy,":[82,115],"93%":[83],"sensitivity,":[84,117],"86%":[86],"specificity":[87],"for":[88],"lesion":[89],"detection":[90,108],"at":[91],"~19fps":[92],"speed.":[93],"Furthermore,":[94],"utilize":[96],"upgraded":[98],"Siamese":[99],"tracker":[100],"using":[101],"kinematic":[102],"motion":[103],"modeling":[104],"jointly":[105],"with":[106,121],"network":[109],"isolate":[111],"abnormalities,":[112],"achieving":[113],"95%/90%":[114],"90%/74%":[116],"99%/99%":[119],"specificity,":[120],"without":[123],"tracker,":[125],"respectively.":[126]},"counts_by_year":[{"year":2024,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}