{"id":"https://openalex.org/W2106038342","doi":"https://doi.org/10.1109/isbi.2008.4540966","title":"Texture-driven coronary artery plaque characterization using wavelet packet signatures","display_name":"Texture-driven coronary artery plaque characterization using wavelet packet signatures","publication_year":2008,"publication_date":"2008-05-01","ids":{"openalex":"https://openalex.org/W2106038342","doi":"https://doi.org/10.1109/isbi.2008.4540966","mag":"2106038342"},"language":"en","primary_location":{"id":"doi:10.1109/isbi.2008.4540966","doi":"https://doi.org/10.1109/isbi.2008.4540966","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi.2008.4540966","pdf_url":null,"source":{"id":"https://openalex.org/S4363605129","display_name":"IEEE International Symposium on Biomedical Imaging (ISBI)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 5th IEEE International Symposium on Biomedical Imaging: From Nano to Macro","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","indexed_in":["crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.7916/d8cj8m7k","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5064644786","display_name":"Amin Katouzian","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Amin Katouzian","raw_affiliation_strings":["Department of Biomedical Engineering, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, NY, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044489666","display_name":"Babak Baseri","orcid":"https://orcid.org/0000-0001-9073-1955","observed_orcids":["https://orcid.org/0000-0001-9073-1955"]},"institutions":[{"id":"https://openalex.org/I4405286694","display_name":"University of Medicine and Dentistry of New Jersey","ror":"https://ror.org/02tvvmk84","country_code":"US","type":"education","lineage":["https://openalex.org/I102322142","https://openalex.org/I4405286694"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Babak Baseri","raw_affiliation_strings":["School of Biomedical Sciences, University of Medicine and Dentistry of New Jersey, Newark, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Biomedical Sciences, University of Medicine and Dentistry of New Jersey, Newark, USA","institution_ids":["https://openalex.org/I4405286694"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000454252","display_name":"Elisa E. Konofagou","orcid":"https://orcid.org/0000-0002-9636-7936","observed_orcids":["https://orcid.org/0000-0002-9636-7936"]},"institutions":[{"id":"https://openalex.org/I78577930","display_name":"Columbia University","ror":"https://ror.org/00hj8s172","country_code":"US","type":"education","lineage":["https://openalex.org/I78577930"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Elisa E. Konofagou","raw_affiliation_strings":["Radiology of Columbia University, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Radiology of Columbia University, NY, USA","institution_ids":["https://openalex.org/I78577930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090489079","display_name":"Andrew F. Laine","orcid":"https://orcid.org/0000-0003-3797-0628","observed_orcids":["https://orcid.org/0000-0003-3797-0628"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Andrew F. Laine","raw_affiliation_strings":["Department of Biomedical Engineering, New York, U.S.A"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, New York, U.S.A","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":22.5816,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.99091696,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"197","last_page":"200"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10193","display_name":"Coronary Interventions and Diagnostics","score":0.2809999883174896,"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"}},"topics":[{"id":"https://openalex.org/T10193","display_name":"Coronary Interventions and Diagnostics","score":0.2809999883174896,"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"}},{"id":"https://openalex.org/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.2117999941110611,"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.13819999992847443,"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/intravascular-ultrasound","display_name":"intravascular ultrasound","score":0.9539999961853027},{"id":"https://openalex.org/keywords/texture-analysis","display_name":"texture analysis","score":0.7089999914169312},{"id":"https://openalex.org/keywords/wavelet-packet-decomposition","display_name":"wavelet packet decomposition","score":0.9010000228881836},{"id":"https://openalex.org/keywords/unsupervised-clustering","display_name":"unsupervised clustering","score":0.777999997138977},{"id":"https://openalex.org/keywords/k-means-clustering","display_name":"K-means clustering","score":0.9169999957084656},{"id":"https://openalex.org/keywords/atherosclerotic-plaque-composition","display_name":"atherosclerotic plaque composition","score":0.8600000143051147},{"id":"https://openalex.org/keywords/lipid-rich-plaque","display_name":"lipid-rich plaque","score":0.8190000057220459},{"id":"https://openalex.org/keywords/fibrous-plaque","display_name":"fibrous plaque","score":0.9409999847412109},{"id":"https://openalex.org/keywords/calcified-plaque","display_name":"calcified plaque","score":0.9860000014305115},{"id":"https://openalex.org/keywords/high-frequency-ultrasound","display_name":"high-frequency ultrasound","score":0.5659999847412109}],"concepts":[{"id":"https://openalex.org/C2776931568","wikidata":"https://www.wikidata.org/wiki/Q1671577","display_name":"Intravascular ultrasound","level":2,"score":0.6756032705307007},{"id":"https://openalex.org/C2778742706","wikidata":"https://www.wikidata.org/wiki/Q18361829","display_name":"Coronary arteries","level":3,"score":0.6280454397201538},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.5627252459526062},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5592831969261169},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.507235050201416},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.4743184745311737},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4425482749938965},{"id":"https://openalex.org/C196216189","wikidata":"https://www.wikidata.org/wiki/Q2867","display_name":"Wavelet transform","level":3,"score":0.43928876519203186},{"id":"https://openalex.org/C2776820930","wikidata":"https://www.wikidata.org/wiki/Q9655","display_name":"Artery","level":2,"score":0.43482428789138794},{"id":"https://openalex.org/C136229726","wikidata":"https://www.wikidata.org/wiki/Q327092","display_name":"Biomedical engineering","level":1,"score":0.3436585068702698},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3198562264442444},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.3051939606666565},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.16728028655052185}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/isbi.2008.4540966","doi":"https://doi.org/10.1109/isbi.2008.4540966","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi.2008.4540966","pdf_url":null,"source":{"id":"https://openalex.org/S4363605129","display_name":"IEEE International Symposium on Biomedical Imaging (ISBI)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 5th IEEE International Symposium on Biomedical Imaging: From Nano to Macro","raw_type":"proceedings-article"},{"id":"doi:10.7916/d8cj8m7k","doi":"https://doi.org/10.7916/d8cj8m7k","is_oa":true,"landing_page_url":"https://doi.org/10.7916/d8cj8m7k","pdf_url":null,"source":{"id":"https://openalex.org/S4306402601","display_name":"Columbia Academic Commons (Columbia University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I78577930","host_organization_name":"Columbia University","host_organization_lineage":["https://openalex.org/I78577930"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"doi:10.7916/d8cj8m7k","doi":"https://doi.org/10.7916/d8cj8m7k","is_oa":true,"landing_page_url":"https://doi.org/10.7916/d8cj8m7k","pdf_url":null,"source":{"id":"https://openalex.org/S4306402601","display_name":"Columbia Academic Commons (Columbia University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I78577930","host_organization_name":"Columbia University","host_organization_lineage":["https://openalex.org/I78577930"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"},"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.6240000128746033,"id":"https://metadata.un.org/sdg/3"}],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320310567","display_name":"Boston Scientific Corporation","ror":"https://ror.org/0385es521"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W2052704549","https://openalex.org/W2108368605","https://openalex.org/W2114511667","https://openalex.org/W2115680750","https://openalex.org/W2128824469","https://openalex.org/W2132984323","https://openalex.org/W2141224591","https://openalex.org/W2147231004","https://openalex.org/W2165642944"],"related_works":["https://openalex.org/W7095996052","https://openalex.org/W1506638613","https://openalex.org/W2169889758","https://openalex.org/W2052296844","https://openalex.org/W1493488074","https://openalex.org/W2103748547","https://openalex.org/W2153443386","https://openalex.org/W2072278394","https://openalex.org/W164959416","https://openalex.org/W2109286340"],"abstract_inverted_index":{"High-frequency":[0],"ultrasound":[1,41],"transducers":[2],"are":[3],"being":[4],"widely":[5],"used":[6],"to":[7,34,74,100,117],"generate":[8,75],"high":[9],"resolution,":[10],"real":[11],"time,":[12],"cross-sectional":[13],"images":[14,98],"of":[15],"the":[16,93,96,101,107],"coronary":[17,47],"arteries.":[18],"In":[19],"this":[20],"paper,":[21],"we":[22],"present":[23],"a":[24,69],"robust":[25],"unsupervised":[26],"texture-derived":[27],"technique":[28],"based":[29],"on":[30],"multi-channel":[31],"wavelet":[32,63],"frames":[33],"delineate":[35],"atherosclerotic":[36],"plaque":[37],"compositions.":[38],"The":[39,62],"intravascular":[40],"(IVUS)":[42],"signals":[43],"were":[44,66],"acquired":[45],"from":[46,50],"arteries":[48],"dissected":[49],"32":[51],"diseased":[52],"cadaver":[53],"hearts":[54],"employing":[55],"40":[56],"MHz":[57],"mechanically":[58],"rotating,":[59],"single-element":[60],"transducers.":[61],"packet":[64],"representations":[65],"classified":[67],"using":[68],"K-":[70],"means":[71],"clustering":[72],"algorithm":[73,109],"IVUS-histology":[76],"color":[77],"maps":[78],"(IV-HCMs)":[79],"and":[80,86],"categorize":[81],"tissues":[82],"in":[83],"lipidic,":[84],"fibrotic":[85],"calcified.":[87],"Finally,":[88],"two":[89],"independent":[90],"observers":[91],"evaluated":[92],"results":[94,104],"contrasting":[95],"histology":[97],"corresponding":[99],"IV-HCMs.":[102],"Our":[103],"show":[105],"that":[106],"proposed":[108],"may":[110],"have":[111],"great":[112],"potential":[113],"as":[114],"an":[115],"alternative":[116],"existing":[118],"spectrum-based":[119],"classification":[120],"techniques.":[121]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2013,"cited_by_count":4},{"year":2012,"cited_by_count":3}],"updated_date":"2026-10-27T15:51:10.671819","created_date":"2016-06-24T00:00:00"}