{"id":"https://openalex.org/W3210239037","doi":"https://doi.org/10.1109/tmi.2021.3125061","title":"Comprehensive Assessment of Coronary Calcification in Intravascular OCT Using a Spatial-Temporal Encoder-Decoder Network","display_name":"Comprehensive Assessment of Coronary Calcification in Intravascular OCT Using a Spatial-Temporal Encoder-Decoder Network","publication_year":2021,"publication_date":"2021-11-04","ids":{"openalex":"https://openalex.org/W3210239037","doi":"https://doi.org/10.1109/tmi.2021.3125061","mag":"3210239037","pmid":"https://pubmed.ncbi.nlm.nih.gov/34735339"},"language":"en","primary_location":{"id":"doi:10.1109/tmi.2021.3125061","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmi.2021.3125061","pdf_url":null,"source":{"id":"https://openalex.org/S58069681","display_name":"IEEE Transactions on Medical Imaging","issn_l":"0278-0062","issn":["0278-0062","1558-254X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Medical Imaging","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5100323169","display_name":"Chao Li","orcid":"https://orcid.org/0000-0002-1584-8237"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chao Li","raw_affiliation_strings":["School of Electronic Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0002-1584-8237","affiliations":[{"raw_affiliation_string":"School of Electronic Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006601393","display_name":"Haibo Jia","orcid":"https://orcid.org/0000-0001-9968-4024"},"institutions":[{"id":"https://openalex.org/I156144747","display_name":"Harbin Medical University","ror":"https://ror.org/05jscf583","country_code":"CN","type":"education","lineage":["https://openalex.org/I156144747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haibo Jia","raw_affiliation_strings":["Department of Cardiology, The 2nd Affiliated Hospital of Harbin Medical University, Harbin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Cardiology, The 2nd Affiliated Hospital of Harbin Medical University, Harbin, China","institution_ids":["https://openalex.org/I156144747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100728770","display_name":"Jinwei Tian","orcid":"https://orcid.org/0000-0002-2730-0033"},"institutions":[{"id":"https://openalex.org/I156144747","display_name":"Harbin Medical University","ror":"https://ror.org/05jscf583","country_code":"CN","type":"education","lineage":["https://openalex.org/I156144747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinwei Tian","raw_affiliation_strings":["Department of Cardiology, The 2nd Affiliated Hospital of Harbin Medical University, Harbin, China"],"raw_orcid":"https://orcid.org/0000-0002-2730-0033","affiliations":[{"raw_affiliation_string":"Department of Cardiology, The 2nd Affiliated Hospital of Harbin Medical University, Harbin, China","institution_ids":["https://openalex.org/I156144747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040485370","display_name":"Chong He","orcid":"https://orcid.org/0000-0002-0228-1833"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chong He","raw_affiliation_strings":["School of Medicine, University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Medicine, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101664962","display_name":"Lu Fang","orcid":"https://orcid.org/0000-0003-3552-0367"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fang Lu","raw_affiliation_strings":["School of Medicine, University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Medicine, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100711417","display_name":"Kaiwen Li","orcid":"https://orcid.org/0000-0002-4988-2687"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kaiwen Li","raw_affiliation_strings":["School of Electronic Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0002-4988-2687","affiliations":[{"raw_affiliation_string":"School of Electronic Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025099170","display_name":"Yubin Gong","orcid":"https://orcid.org/0000-0003-3014-1309"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yubin Gong","raw_affiliation_strings":["School of Electronic Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0003-3014-1309","affiliations":[{"raw_affiliation_string":"School of Electronic Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113604641","display_name":"Sining Hu","orcid":null},"institutions":[{"id":"https://openalex.org/I156144747","display_name":"Harbin Medical University","ror":"https://ror.org/05jscf583","country_code":"CN","type":"education","lineage":["https://openalex.org/I156144747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sining Hu","raw_affiliation_strings":["Department of Cardiology, The 2nd Affiliated Hospital of Harbin Medical University, Harbin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Cardiology, The 2nd Affiliated Hospital of Harbin Medical University, Harbin, China","institution_ids":["https://openalex.org/I156144747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046436370","display_name":"Bo Yu","orcid":"https://orcid.org/0000-0002-2045-8567"},"institutions":[{"id":"https://openalex.org/I156144747","display_name":"Harbin Medical University","ror":"https://ror.org/05jscf583","country_code":"CN","type":"education","lineage":["https://openalex.org/I156144747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bo Yu","raw_affiliation_strings":["Department of Cardiology, The 2nd Affiliated Hospital of Harbin Medical University, Harbin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Cardiology, The 2nd Affiliated Hospital of Harbin Medical University, Harbin, China","institution_ids":["https://openalex.org/I156144747"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100434538","display_name":"Zhao Wang","orcid":"https://orcid.org/0000-0002-3628-5699"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhao Wang","raw_affiliation_strings":["School of Electronic Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0002-3628-5699","affiliations":[{"raw_affiliation_string":"School of Electronic Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.9445,"has_fulltext":false,"cited_by_count":28,"citation_normalized_percentile":{"value":0.94554279,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"41","issue":"4","first_page":"857","last_page":"868"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10193","display_name":"Coronary Interventions and Diagnostics","score":0.9976999759674072,"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":0.9976999759674072,"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/T10372","display_name":"Cardiac Imaging and Diagnostics","score":0.9901000261306763,"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/T11569","display_name":"Optical Coherence Tomography Applications","score":0.9790999889373779,"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/encoder","display_name":"Encoder","score":0.6151517033576965},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.48273035883903503},{"id":"https://openalex.org/keywords/calcification","display_name":"Calcification","score":0.4712256193161011},{"id":"https://openalex.org/keywords/optical-coherence-tomography","display_name":"Optical coherence tomography","score":0.43587666749954224},{"id":"https://openalex.org/keywords/decoding-methods","display_name":"Decoding methods","score":0.42325806617736816},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.41092920303344727},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3654230833053589},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.30390608310699463},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.27670636773109436},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.19176247715950012}],"concepts":[{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.6151517033576965},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.48273035883903503},{"id":"https://openalex.org/C2780309369","wikidata":"https://www.wikidata.org/wiki/Q933382","display_name":"Calcification","level":2,"score":0.4712256193161011},{"id":"https://openalex.org/C2778818243","wikidata":"https://www.wikidata.org/wiki/Q899552","display_name":"Optical coherence tomography","level":2,"score":0.43587666749954224},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.42325806617736816},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41092920303344727},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3654230833053589},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.30390608310699463},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.27670636773109436},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.19176247715950012},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D002114","descriptor_name":"Calcinosis","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D002114","descriptor_name":"Calcinosis","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D002114","descriptor_name":"Calcinosis","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D003324","descriptor_name":"Coronary Artery Disease","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D003324","descriptor_name":"Coronary Artery Disease","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D003324","descriptor_name":"Coronary Artery Disease","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D058226","descriptor_name":"Plaque, Atherosclerotic","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D058226","descriptor_name":"Plaque, Atherosclerotic","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D058226","descriptor_name":"Plaque, Atherosclerotic","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D062645","descriptor_name":"Percutaneous Coronary Intervention","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D062645","descriptor_name":"Percutaneous Coronary Intervention","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D062645","descriptor_name":"Percutaneous Coronary Intervention","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1109/tmi.2021.3125061","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmi.2021.3125061","pdf_url":null,"source":{"id":"https://openalex.org/S58069681","display_name":"IEEE Transactions on Medical Imaging","issn_l":"0278-0062","issn":["0278-0062","1558-254X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Medical Imaging","raw_type":"journal-article"},{"id":"pmid:34735339","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34735339","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":"IEEE transactions on medical imaging","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.5699999928474426,"id":"https://metadata.un.org/sdg/3"}],"awards":[{"id":"https://openalex.org/G3188512543","display_name":null,"funder_award_id":"2020YFS0076","funder_id":"https://openalex.org/F4320333335","funder_display_name":"Sichuan Province Science and Technology Support Program"},{"id":"https://openalex.org/G3620067982","display_name":null,"funder_award_id":"81827806","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4246657205","display_name":null,"funder_award_id":"61921002","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5199136786","display_name":null,"funder_award_id":"62135002","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6188266685","display_name":null,"funder_award_id":"2016YFC1301103","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G7087653128","display_name":null,"funder_award_id":"62075033","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320333335","display_name":"Sichuan Province Science and Technology Support Program","ror":null},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":56,"referenced_works":["https://openalex.org/W243886314","https://openalex.org/W1538793236","https://openalex.org/W1662167781","https://openalex.org/W1901129140","https://openalex.org/W1956305767","https://openalex.org/W1966821269","https://openalex.org/W1978917654","https://openalex.org/W1978939333","https://openalex.org/W1993947467","https://openalex.org/W1995219847","https://openalex.org/W2001076148","https://openalex.org/W2027679451","https://openalex.org/W2029896651","https://openalex.org/W2032966177","https://openalex.org/W2053458241","https://openalex.org/W2061813627","https://openalex.org/W2075264087","https://openalex.org/W2075522174","https://openalex.org/W2083767630","https://openalex.org/W2097073572","https://openalex.org/W2112088855","https://openalex.org/W2114049167","https://openalex.org/W2128191056","https://openalex.org/W2157080081","https://openalex.org/W2167149374","https://openalex.org/W2194775991","https://openalex.org/W2253429366","https://openalex.org/W2464708700","https://openalex.org/W2595884292","https://openalex.org/W2604963436","https://openalex.org/W2742545224","https://openalex.org/W2795741256","https://openalex.org/W2803695296","https://openalex.org/W2887691119","https://openalex.org/W2888358068","https://openalex.org/W2888728157","https://openalex.org/W2902947916","https://openalex.org/W2954996726","https://openalex.org/W2962914239","https://openalex.org/W2963446712","https://openalex.org/W2963881378","https://openalex.org/W2964350391","https://openalex.org/W2979456226","https://openalex.org/W2980944440","https://openalex.org/W2997304980","https://openalex.org/W3004484547","https://openalex.org/W3086738375","https://openalex.org/W3087136340","https://openalex.org/W3099008893","https://openalex.org/W3112208724","https://openalex.org/W3127751679","https://openalex.org/W3172120087","https://openalex.org/W6670875006","https://openalex.org/W6762718338","https://openalex.org/W6774681163","https://openalex.org/W6790275670"],"related_works":["https://openalex.org/W2323668004","https://openalex.org/W2348498086","https://openalex.org/W3093461874","https://openalex.org/W2063232638","https://openalex.org/W1000914229","https://openalex.org/W3021342607","https://openalex.org/W2488331324","https://openalex.org/W2419349733","https://openalex.org/W970126872","https://openalex.org/W127177386"],"abstract_inverted_index":{"Coronary":[0],"calcification":[1,32,109,117,127,168,184,207,219],"is":[2,212],"a":[3,11,23,54,74],"strong":[4],"indicator":[5],"of":[6,14,17,64,102,217,224],"coronary":[7,19,31,218],"artery":[8],"disease":[9],"and":[10,29,71,100,115,136,140,154,187,191,195,205,221],"key":[12],"determinant":[13],"the":[15,60,65,88,98,103,142,163],"outcome":[16],"percutaneous":[18],"intervention.":[20],"We":[21],"propose":[22],"fully":[24],"automated":[25,215],"method":[26,85,146,161,211],"to":[27,77,96,138,172,193],"segment":[28],"quantify":[30],"in":[33],"intravascular":[34],"OCT":[35,132],"(IVOCT)":[36],"images":[37,124],"based":[38,86],"on":[39,87],"convolutional":[40],"neural":[41],"networks":[42],"(CNN).":[43],"All":[44],"possible":[45],"calcified":[46],"plaques":[47],"were":[48,68,119,134],"segmented":[49],"from":[50,129,170,189],"IVOCT":[51,89,123],"pullbacks":[52,133],"using":[53],"spatial-temporal":[55],"encoder-decoder":[56],"network":[57,76],"by":[58,73],"exploiting":[59],"3D":[61,155],"continuity":[62],"information":[63],"plaques,":[66],"which":[67],"then":[69],"screened":[70],"classified":[72],"DenseNet":[75],"reduce":[78],"false":[79],"positives.":[80],"A":[81],"novel":[82],"data":[83,159],"augmentation":[84,160],"image":[90],"acquisition":[91],"pattern":[92],"was":[93],"also":[94],"proposed":[95,145,179,210],"improve":[97],"performance":[99],"robustness":[101],"segmentation.":[104],"Clinically":[105],"relevant":[106],"metrics":[107],"including":[108],"area,":[110],"depth,":[111],"angle,":[112],"thickness,":[113],"volume,":[114],"stent-deployment":[116],"score,":[118],"automatically":[120],"computed.":[121],"13844":[122],"with":[125],"2627":[126],"slices":[128],"45":[130],"clinical":[131],"collected":[135],"used":[137],"train":[139],"test":[141],"model.":[143],"The":[144,158],"performed":[147],"significantly":[148],"better":[149],"than":[150],"existing":[151],"state-of-the-art":[152],"2D":[153],"CNN":[156],"methods.":[157],"improved":[162,182],"Dice":[164],"similarity":[165],"coefficient":[166],"for":[167,214],"segmentation":[169],"0.615\u00b10.332":[171],"0.756\u00b10.222,":[173],"reaching":[174],"human-level":[175],"inter-observer":[176],"agreement.":[177],"Our":[178,209],"region-based":[180],"classifier":[181],"image-level":[183],"classification":[185],"precision":[186],"F1-score":[188],"0.725\u00b10.071":[190],"0.791\u00b10.041":[192],"0.964\u00b10.002":[194],"0.883\u00b10.008,":[196],"respectively.":[197],"Bland-Altman":[198],"analysis":[199],"showed":[200],"close":[201],"agreement":[202],"between":[203],"manual":[204],"automatic":[206],"measurements.":[208],"valuable":[213],"assessment":[216],"lesions":[220],"in-procedure":[222],"planning":[223],"stent":[225],"deployment.":[226]},"counts_by_year":[{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":5}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}