{"id":"https://openalex.org/W4406460872","doi":"https://doi.org/10.1109/bigdata62323.2024.10825291","title":"Automated Estimation of Left Myocardial Strain from Cine CTA: A Comparison with Cine MRI","display_name":"Automated Estimation of Left Myocardial Strain from Cine CTA: A Comparison with Cine MRI","publication_year":2024,"publication_date":"2024-12-15","ids":{"openalex":"https://openalex.org/W4406460872","doi":"https://doi.org/10.1109/bigdata62323.2024.10825291"},"language":"en","primary_location":{"id":"doi:10.1109/bigdata62323.2024.10825291","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata62323.2024.10825291","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Big Data (BigData)","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/A5109581339","display_name":"A. Sun","orcid":null},"institutions":[{"id":"https://openalex.org/I1299303238","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88","country_code":"US","type":"government","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238"]},{"id":"https://openalex.org/I4210106489","display_name":"National Heart Lung and Blood Institute","ror":"https://ror.org/012pb6c26","country_code":"US","type":"facility","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238","https://openalex.org/I4210106489"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"An-Yu Sun","raw_affiliation_strings":["National Institutes of Health,National Heart Lung and Blood Institute,Bethesda,MD,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Institutes of Health,National Heart Lung and Blood Institute,Bethesda,MD,USA","institution_ids":["https://openalex.org/I1299303238","https://openalex.org/I4210106489"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044993271","display_name":"Li\u2010Yueh Hsu","orcid":"https://orcid.org/0000-0002-0826-7290"},"institutions":[{"id":"https://openalex.org/I4210155647","display_name":"National Institutes of Health Clinical Center","ror":"https://ror.org/04vfsmv21","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238","https://openalex.org/I4210155647"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Li-Yueh Hsu","raw_affiliation_strings":["National Institutes of Health,Radiology and Imaging Sciences, Clinical Center,Bethesda,MD,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Institutes of Health,Radiology and Imaging Sciences, Clinical Center,Bethesda,MD,USA","institution_ids":["https://openalex.org/I4210155647"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059247040","display_name":"Lin\u2010Ching Chang","orcid":"https://orcid.org/0000-0002-7780-5742"},"institutions":[{"id":"https://openalex.org/I168959743","display_name":"University of America","ror":"https://ror.org/03s0c9350","country_code":"US","type":"education","lineage":["https://openalex.org/I168959743"]},{"id":"https://openalex.org/I84470341","display_name":"Catholic University of America","ror":"https://ror.org/047yk3s18","country_code":"US","type":"education","lineage":["https://openalex.org/I84470341"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lin-Ching Chang","raw_affiliation_strings":["Catholic University of America,Department of Electrical Engineering and Computer Science,Washington DC,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Catholic University of America,Department of Electrical Engineering and Computer Science,Washington DC,USA","institution_ids":["https://openalex.org/I168959743","https://openalex.org/I84470341"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049270829","display_name":"W. Patricia Bandettini","orcid":"https://orcid.org/0000-0003-2342-5637"},"institutions":[{"id":"https://openalex.org/I1299303238","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88","country_code":"US","type":"government","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238"]},{"id":"https://openalex.org/I4210106489","display_name":"National Heart Lung and Blood Institute","ror":"https://ror.org/012pb6c26","country_code":"US","type":"facility","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238","https://openalex.org/I4210106489"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"W Patricia Bandettini","raw_affiliation_strings":["National Institutes of Health,National Heart Lung and Blood Institute,Bethesda,MD,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Institutes of Health,National Heart Lung and Blood Institute,Bethesda,MD,USA","institution_ids":["https://openalex.org/I1299303238","https://openalex.org/I4210106489"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086010156","display_name":"Marcus Y. Chen","orcid":"https://orcid.org/0000-0003-0743-9369"},"institutions":[{"id":"https://openalex.org/I1299303238","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88","country_code":"US","type":"government","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238"]},{"id":"https://openalex.org/I4210106489","display_name":"National Heart Lung and Blood Institute","ror":"https://ror.org/012pb6c26","country_code":"US","type":"facility","lineage":["https://openalex.org/I1299022934","https://openalex.org/I1299303238","https://openalex.org/I4210106489"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Marcus Y. Chen","raw_affiliation_strings":["National Institutes of Health,National Heart Lung and Blood Institute,Bethesda,MD,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Institutes of Health,National Heart Lung and Blood Institute,Bethesda,MD,USA","institution_ids":["https://openalex.org/I1299303238","https://openalex.org/I4210106489"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.59941181,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"8843","last_page":"8845"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10372","display_name":"Cardiac Imaging and Diagnostics","score":0.9984999895095825,"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"}},"topics":[{"id":"https://openalex.org/T10372","display_name":"Cardiac Imaging and Diagnostics","score":0.9984999895095825,"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/T10821","display_name":"Cardiovascular Function and Risk Factors","score":0.9904999732971191,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular 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/T10378","display_name":"Advanced MRI Techniques and Applications","score":0.984499990940094,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/strain","display_name":"Strain (injury)","score":0.540470540523529},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.39018625020980835},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3797532320022583},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3320969343185425},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.33173850178718567},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.32758551836013794},{"id":"https://openalex.org/keywords/cardiology","display_name":"Cardiology","score":0.32193470001220703},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.22570380568504333}],"concepts":[{"id":"https://openalex.org/C2778022156","wikidata":"https://www.wikidata.org/wiki/Q576145","display_name":"Strain (injury)","level":2,"score":0.540470540523529},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.39018625020980835},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3797532320022583},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3320969343185425},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33173850178718567},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.32758551836013794},{"id":"https://openalex.org/C164705383","wikidata":"https://www.wikidata.org/wiki/Q10379","display_name":"Cardiology","level":1,"score":0.32193470001220703},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.22570380568504333}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bigdata62323.2024.10825291","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata62323.2024.10825291","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Big Data (BigData)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Zero hunger","id":"https://metadata.un.org/sdg/2","score":0.6100000143051147}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W2010847322","https://openalex.org/W2016974693","https://openalex.org/W2034890293","https://openalex.org/W2112919934","https://openalex.org/W2217610405","https://openalex.org/W2616650058","https://openalex.org/W2946080087","https://openalex.org/W2974687702","https://openalex.org/W2984145152","https://openalex.org/W3091403851","https://openalex.org/W3109379693","https://openalex.org/W3155104186","https://openalex.org/W4200208416","https://openalex.org/W4281678527","https://openalex.org/W4283452832"],"related_works":["https://openalex.org/W2772917594","https://openalex.org/W2036807459","https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407","https://openalex.org/W2079911747","https://openalex.org/W1969923398"],"abstract_inverted_index":{"Cardiovascular":[0],"disease,":[1],"the":[2,8,12,37,51,82,88,99,102,136,149,153,201],"leading":[3],"cause":[4,63],"of":[5,39,64,84,101,135,197],"death":[6],"in":[7,36,152],"U.S.,":[9],"affects":[10],"both":[11,174],"heart":[13,30,48,65,103,113],"and":[14,31,94,107,176],"blood":[15,85],"vessels.":[16],"Contrast-enhanced":[17],"cardiac":[18,52,126,137],"computed":[19],"tomography":[20],"angiography":[21],"(CTA)":[22],"is":[23,54],"a":[24,61,194],"prominent":[25],"imaging":[26],"modality":[27],"for":[28,57,111],"assessing":[29,112],"coronary":[32,69],"artery":[33,70],"morphology,":[34],"aiding":[35],"diagnosis":[38],"cardiovascular":[40,165],"disease.":[41,71],"Cine":[42],"CTA,":[43,203],"which":[44,80,97],"captures":[45],"multiple":[46],"3D":[47],"images":[49],"throughout":[50,200],"cycle,":[53],"particularly":[55],"useful":[56],"evaluating":[58],"nonischemic":[59],"cardiomyopathy,":[60],"common":[62],"failure":[66],"unrelated":[67],"to":[68,123,147,184],"Key":[72],"biomarkers,":[73],"such":[74],"as":[75],"left":[76,154],"ventricular":[77],"ejection":[78],"fraction,":[79],"measures":[81],"amount":[83],"pumped":[86],"from":[87,164,179,186],"heart\u2019s":[89],"lower":[90],"chambers":[91],"per":[92],"contraction,":[93],"myocardial":[95,150,198],"strain,":[96],"evaluates":[98],"deformation":[100],"muscle":[104],"during":[105],"contraction":[106],"relaxation,":[108],"are":[109,158,182],"vital":[110],"function.":[114],"We":[115],"developed":[116],"an":[117],"automated":[118],"artificial":[119],"intelligence":[120],"(AI)":[121],"framework":[122,140,192],"segment":[124],"various":[125],"structures":[127],"across":[128],"all":[129],"image":[130],"volumes":[131],"representing":[132],"different":[133],"phases":[134],"cycle.":[138],"The":[139,156,189],"also":[141],"automatically":[142],"extracts":[143],"three":[144],"short-axis":[145],"slices":[146],"calculate":[148],"strain":[151,161],"ventricle.":[155],"results":[157],"compared":[159],"with":[160],"measurements":[162],"obtained":[163],"magnetic":[166],"resonance":[167],"(CMR)":[168],"cine":[169,180,187,202],"imaging.":[170],"Our":[171],"study":[172],"shows":[173],"radial":[175],"circumferential":[177],"strains":[178],"CTA":[181],"comparable":[183],"those":[185],"CMR.":[188],"proposed":[190],"AI":[191],"facilitates":[193],"comprehensive":[195],"evaluation":[196],"function":[199],"supporting":[204],"improved":[205],"diagnostic":[206],"accuracy.":[207]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
