{"id":"https://openalex.org/W2807700480","doi":"https://doi.org/10.1109/isbi.2018.8363858","title":"Detecting anomalies from echocardiography using multi-view regression of clinical measurements","display_name":"Detecting anomalies from echocardiography using multi-view regression of clinical measurements","publication_year":2018,"publication_date":"2018-04-01","ids":{"openalex":"https://openalex.org/W2807700480","doi":"https://doi.org/10.1109/isbi.2018.8363858","mag":"2807700480"},"language":"en","primary_location":{"id":"doi:10.1109/isbi.2018.8363858","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi.2018.8363858","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018)","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/A5061669274","display_name":"Allen Lu","orcid":null},"institutions":[{"id":"https://openalex.org/I32971472","display_name":"Yale University","ror":"https://ror.org/03v76x132","country_code":"US","type":"education","lineage":["https://openalex.org/I32971472"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Allen Lu","raw_affiliation_strings":["Yale University, New Haven, CT, US"],"affiliations":[{"raw_affiliation_string":"Yale University, New Haven, CT, US","institution_ids":["https://openalex.org/I32971472"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074870255","display_name":"Ehsan Dehghan","orcid":"https://orcid.org/0000-0003-3139-5298"},"institutions":[{"id":"https://openalex.org/I4210085935","display_name":"IBM Research - Almaden","ror":"https://ror.org/005w8dd04","country_code":"US","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210085935","https://openalex.org/I4210114115"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ehsan Dehghan","raw_affiliation_strings":["IBM Almaden Research Center, San Jose, CA, US"],"affiliations":[{"raw_affiliation_string":"IBM Almaden Research Center, San Jose, CA, US","institution_ids":["https://openalex.org/I4210085935"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080212638","display_name":"Gopalkrishna Veni","orcid":null},"institutions":[{"id":"https://openalex.org/I4210085935","display_name":"IBM Research - Almaden","ror":"https://ror.org/005w8dd04","country_code":"US","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210085935","https://openalex.org/I4210114115"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gopalkrishna Veni","raw_affiliation_strings":["IBM Almaden Research Center, San Jose, CA, US"],"affiliations":[{"raw_affiliation_string":"IBM Almaden Research Center, San Jose, CA, US","institution_ids":["https://openalex.org/I4210085935"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101961008","display_name":"Mehdi Moradi","orcid":"https://orcid.org/0000-0001-6746-7180"},"institutions":[{"id":"https://openalex.org/I4210085935","display_name":"IBM Research - Almaden","ror":"https://ror.org/005w8dd04","country_code":"US","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210085935","https://openalex.org/I4210114115"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mehdi Moradi","raw_affiliation_strings":["IBM Almaden Research Center, San Jose, CA, US"],"affiliations":[{"raw_affiliation_string":"IBM Almaden Research Center, San Jose, CA, US","institution_ids":["https://openalex.org/I4210085935"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057284370","display_name":"Tanveer Syeda-Mahmood","orcid":"https://orcid.org/0000-0003-0059-3208"},"institutions":[{"id":"https://openalex.org/I4210085935","display_name":"IBM Research - Almaden","ror":"https://ror.org/005w8dd04","country_code":"US","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210085935","https://openalex.org/I4210114115"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tanveer Syeda-Mahmood","raw_affiliation_strings":["IBM Almaden Research Center, San Jose, CA, US"],"affiliations":[{"raw_affiliation_string":"IBM Almaden Research Center, San Jose, CA, US","institution_ids":["https://openalex.org/I4210085935"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5061669274"],"corresponding_institution_ids":["https://openalex.org/I32971472"],"apc_list":null,"apc_paid":null,"fwci":0.8477,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.75515572,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1504","last_page":"1508"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10821","display_name":"Cardiovascular Function and Risk Factors","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T10821","display_name":"Cardiovascular Function and Risk Factors","score":0.9997000098228455,"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/T10372","display_name":"Cardiac Imaging and Diagnostics","score":0.9988999962806702,"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/T10172","display_name":"Cardiac Valve Diseases and Treatments","score":0.9984999895095825,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/abnormality","display_name":"Abnormality","score":0.8365670442581177},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6722633838653564},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6494340300559998},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6264743804931641},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5179004669189453},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5147628784179688},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.47964245080947876},{"id":"https://openalex.org/keywords/dilated-cardiomyopathy","display_name":"Dilated cardiomyopathy","score":0.4463462233543396},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.32149869203567505},{"id":"https://openalex.org/keywords/cardiology","display_name":"Cardiology","score":0.3001132011413574},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2803989052772522},{"id":"https://openalex.org/keywords/heart-failure","display_name":"Heart failure","score":0.14200153946876526}],"concepts":[{"id":"https://openalex.org/C50965678","wikidata":"https://www.wikidata.org/wiki/Q2724302","display_name":"Abnormality","level":2,"score":0.8365670442581177},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6722633838653564},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6494340300559998},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6264743804931641},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5179004669189453},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5147628784179688},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.47964245080947876},{"id":"https://openalex.org/C2776383484","wikidata":"https://www.wikidata.org/wiki/Q283656","display_name":"Dilated cardiomyopathy","level":3,"score":0.4463462233543396},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.32149869203567505},{"id":"https://openalex.org/C164705383","wikidata":"https://www.wikidata.org/wiki/Q10379","display_name":"Cardiology","level":1,"score":0.3001132011413574},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2803989052772522},{"id":"https://openalex.org/C2778198053","wikidata":"https://www.wikidata.org/wiki/Q181754","display_name":"Heart failure","level":2,"score":0.14200153946876526},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isbi.2018.8363858","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi.2018.8363858","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5099999904632568,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"},{"score":0.47999998927116394,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W1537143564","https://openalex.org/W1836465849","https://openalex.org/W1901129140","https://openalex.org/W2019617363","https://openalex.org/W2043207341","https://openalex.org/W2095705004","https://openalex.org/W2137983211","https://openalex.org/W2146578470","https://openalex.org/W2148157540","https://openalex.org/W2415911453","https://openalex.org/W2435072887","https://openalex.org/W2558764425","https://openalex.org/W2621477274","https://openalex.org/W6638667902","https://openalex.org/W6639824700","https://openalex.org/W6674330103","https://openalex.org/W6718216559"],"related_works":["https://openalex.org/W2319905926","https://openalex.org/W4247543202","https://openalex.org/W2171285198","https://openalex.org/W4243456421","https://openalex.org/W2417397217","https://openalex.org/W1995166202","https://openalex.org/W2383080534","https://openalex.org/W4245595255","https://openalex.org/W2355857550","https://openalex.org/W3031093304"],"abstract_inverted_index":{"Automated":[0],"methods":[1,20],"for":[2,10,65],"detection":[3,23],"of":[4,21,33,57,81,95,110,113],"abnormalities":[5,59],"in":[6,38,77],"echocardiography":[7],"are":[8,24,43],"valuable":[9],"screening":[11],"and":[12,29,41,83,124],"routing":[13],"patients":[14],"with":[15,99],"various":[16,34],"cardiovascular":[17],"diseases.":[18],"Existing":[19],"abnormality":[22,115],"specific":[25,96],"to":[26,119],"the":[27,78,93,108,120],"disease":[28],"usually":[30],"involve":[31],"extraction":[32,123],"anatomical":[35],"structures":[36],"seen":[37],"an":[39],"echocardiogram":[40,97],"hence,":[42],"dependent":[44],"on":[45,92],"accurate":[46],"segmentation":[47],"methods.":[48,127],"In":[49],"this":[50,111],"paper,":[51],"we":[52],"propose":[53],"a":[54,88],"novel":[55],"method":[56,74,112],"determining":[58],"from":[60,103],"echocardiograms":[61],"by":[62,116],"directly":[63],"regressing":[64],"key":[66],"measurements":[67,101],"using":[68],"suitable":[69],"deep":[70],"learning":[71],"networks.":[72],"This":[73],"is":[75,90],"illustrated":[76],"automatic":[79],"discrimination":[80],"normal":[82],"dilated":[84],"cardiomyopathy":[85],"cases.":[86],"Specifically,":[87],"network":[89],"trained":[91],"association":[94],"views":[98],"clinical":[100],"taken":[102],"such":[104],"views.":[105],"We":[106],"show":[107],"superiority":[109],"assessing":[114],"comparing":[117],"it":[118],"conventional":[121],"region":[122,125],"characterization":[126]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":13},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}