{"id":"https://openalex.org/W3094538755","doi":"https://doi.org/10.1145/3424978.3425122","title":"Learning Motion Based Auxiliary Task for Cardiomyopathy Recognition with Cardiac Magnetic Resonance Images","display_name":"Learning Motion Based Auxiliary Task for Cardiomyopathy Recognition with Cardiac Magnetic Resonance Images","publication_year":2020,"publication_date":"2020-10-15","ids":{"openalex":"https://openalex.org/W3094538755","doi":"https://doi.org/10.1145/3424978.3425122","mag":"3094538755"},"language":"en","primary_location":{"id":"doi:10.1145/3424978.3425122","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3424978.3425122","pdf_url":null,"source":{"id":"https://openalex.org/S4306523839","display_name":"Proceedings of the 4th International Conference on Computer Science and Application Engineering","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"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":"Proceedings of the 4th International Conference on Computer Science and Application Engineering","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/A5039704967","display_name":"Jingjing Xiao","orcid":"https://orcid.org/0000-0001-5020-638X"},"institutions":[{"id":"https://openalex.org/I151075929","display_name":"Army Medical University","ror":"https://ror.org/05w21nn13","country_code":"CN","type":"education","lineage":["https://openalex.org/I151075929"]},{"id":"https://openalex.org/I191996457","display_name":"Dalian Medical University","ror":"https://ror.org/04c8eg608","country_code":"CN","type":"education","lineage":["https://openalex.org/I191996457"]},{"id":"https://openalex.org/I4210097509","display_name":"Second Affiliated Hospital of Chongqing Medical University","ror":"https://ror.org/00r67fz39","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210097509"]},{"id":"https://openalex.org/I87780372","display_name":"Chongqing Medical University","ror":"https://ror.org/017z00e58","country_code":"CN","type":"education","lineage":["https://openalex.org/I87780372"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingjing Xiao","raw_affiliation_strings":["Department of Medical Engineering, The Second Affiliated Hospital of the Army Medical University, Chongqing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Medical Engineering, The Second Affiliated Hospital of the Army Medical University, Chongqing, China","institution_ids":["https://openalex.org/I151075929","https://openalex.org/I87780372","https://openalex.org/I4210097509","https://openalex.org/I191996457"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100694704","display_name":"Xiangjun Liu","orcid":"https://orcid.org/0000-0001-5177-4995"},"institutions":[{"id":"https://openalex.org/I151075929","display_name":"Army Medical University","ror":"https://ror.org/05w21nn13","country_code":"CN","type":"education","lineage":["https://openalex.org/I151075929"]},{"id":"https://openalex.org/I191996457","display_name":"Dalian Medical University","ror":"https://ror.org/04c8eg608","country_code":"CN","type":"education","lineage":["https://openalex.org/I191996457"]},{"id":"https://openalex.org/I4210097509","display_name":"Second Affiliated Hospital of Chongqing Medical University","ror":"https://ror.org/00r67fz39","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210097509"]},{"id":"https://openalex.org/I87780372","display_name":"Chongqing Medical University","ror":"https://ror.org/017z00e58","country_code":"CN","type":"education","lineage":["https://openalex.org/I87780372"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiangjun Liu","raw_affiliation_strings":["Department of Medical Engineering, The Second Affiliated Hospital of the Army Medical University, Chongqing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Medical Engineering, The Second Affiliated Hospital of the Army Medical University, Chongqing, China","institution_ids":["https://openalex.org/I151075929","https://openalex.org/I87780372","https://openalex.org/I4210097509","https://openalex.org/I191996457"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028217553","display_name":"Qian Tao","orcid":"https://orcid.org/0000-0001-7480-0703"},"institutions":[{"id":"https://openalex.org/I151075929","display_name":"Army Medical University","ror":"https://ror.org/05w21nn13","country_code":"CN","type":"education","lineage":["https://openalex.org/I151075929"]},{"id":"https://openalex.org/I191996457","display_name":"Dalian Medical University","ror":"https://ror.org/04c8eg608","country_code":"CN","type":"education","lineage":["https://openalex.org/I191996457"]},{"id":"https://openalex.org/I4210097509","display_name":"Second Affiliated Hospital of Chongqing Medical University","ror":"https://ror.org/00r67fz39","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210097509"]},{"id":"https://openalex.org/I87780372","display_name":"Chongqing Medical University","ror":"https://ror.org/017z00e58","country_code":"CN","type":"education","lineage":["https://openalex.org/I87780372"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qian Tao","raw_affiliation_strings":["Department of Medical Engineering, The Second Affiliated Hospital of the Army Medical University, Chongqing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Medical Engineering, The Second Affiliated Hospital of the Army Medical University, Chongqing, China","institution_ids":["https://openalex.org/I151075929","https://openalex.org/I87780372","https://openalex.org/I4210097509","https://openalex.org/I191996457"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100416009","display_name":"Jia Chen","orcid":"https://orcid.org/0000-0001-6415-7718"},"institutions":[{"id":"https://openalex.org/I151075929","display_name":"Army Medical University","ror":"https://ror.org/05w21nn13","country_code":"CN","type":"education","lineage":["https://openalex.org/I151075929"]},{"id":"https://openalex.org/I191996457","display_name":"Dalian Medical University","ror":"https://ror.org/04c8eg608","country_code":"CN","type":"education","lineage":["https://openalex.org/I191996457"]},{"id":"https://openalex.org/I4210097509","display_name":"Second Affiliated Hospital of Chongqing Medical University","ror":"https://ror.org/00r67fz39","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210097509"]},{"id":"https://openalex.org/I87780372","display_name":"Chongqing Medical University","ror":"https://ror.org/017z00e58","country_code":"CN","type":"education","lineage":["https://openalex.org/I87780372"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jia Chen","raw_affiliation_strings":["Department of Radiology, The Second Affiliated Hospital of the Army Medical University, Chongqing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, The Second Affiliated Hospital of the Army Medical University, Chongqing, China","institution_ids":["https://openalex.org/I151075929","https://openalex.org/I87780372","https://openalex.org/I4210097509","https://openalex.org/I191996457"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2085,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.58766859,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10378","display_name":"Advanced MRI Techniques and Applications","score":0.9994000196456909,"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/T10378","display_name":"Advanced MRI Techniques and Applications","score":0.9994000196456909,"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":0.9983000159263611,"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":0.98580002784729,"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/artificial-intelligence","display_name":"Artificial intelligence","score":0.5975576639175415},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5655769109725952},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5653319954872131},{"id":"https://openalex.org/keywords/magnetic-resonance-imaging","display_name":"Magnetic resonance imaging","score":0.5646082162857056},{"id":"https://openalex.org/keywords/hypertrophic-cardiomyopathy","display_name":"Hypertrophic cardiomyopathy","score":0.5472124218940735},{"id":"https://openalex.org/keywords/cardiomyopathy","display_name":"Cardiomyopathy","score":0.5261340141296387},{"id":"https://openalex.org/keywords/dilated-cardiomyopathy","display_name":"Dilated cardiomyopathy","score":0.4793304204940796},{"id":"https://openalex.org/keywords/motion","display_name":"Motion (physics)","score":0.4777083396911621},{"id":"https://openalex.org/keywords/cardiac-magnetic-resonance","display_name":"Cardiac magnetic resonance","score":0.4606698751449585},{"id":"https://openalex.org/keywords/cardiac-magnetic-resonance-imaging","display_name":"Cardiac magnetic resonance imaging","score":0.44894999265670776},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4362345337867737},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4261457324028015},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.32807308435440063},{"id":"https://openalex.org/keywords/cardiology","display_name":"Cardiology","score":0.2809399366378784},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.19120481610298157},{"id":"https://openalex.org/keywords/heart-failure","display_name":"Heart failure","score":0.11027982831001282},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07230207324028015}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5975576639175415},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5655769109725952},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5653319954872131},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.5646082162857056},{"id":"https://openalex.org/C2780185194","wikidata":"https://www.wikidata.org/wiki/Q1364270","display_name":"Hypertrophic cardiomyopathy","level":2,"score":0.5472124218940735},{"id":"https://openalex.org/C2778797674","wikidata":"https://www.wikidata.org/wiki/Q847583","display_name":"Cardiomyopathy","level":3,"score":0.5261340141296387},{"id":"https://openalex.org/C2776383484","wikidata":"https://www.wikidata.org/wiki/Q283656","display_name":"Dilated cardiomyopathy","level":3,"score":0.4793304204940796},{"id":"https://openalex.org/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.4777083396911621},{"id":"https://openalex.org/C2987145844","wikidata":"https://www.wikidata.org/wiki/Q5038325","display_name":"Cardiac magnetic resonance","level":3,"score":0.4606698751449585},{"id":"https://openalex.org/C2776008845","wikidata":"https://www.wikidata.org/wiki/Q5038325","display_name":"Cardiac magnetic resonance imaging","level":3,"score":0.44894999265670776},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4362345337867737},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4261457324028015},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.32807308435440063},{"id":"https://openalex.org/C164705383","wikidata":"https://www.wikidata.org/wiki/Q10379","display_name":"Cardiology","level":1,"score":0.2809399366378784},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.19120481610298157},{"id":"https://openalex.org/C2778198053","wikidata":"https://www.wikidata.org/wiki/Q181754","display_name":"Heart failure","level":2,"score":0.11027982831001282},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07230207324028015},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3424978.3425122","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3424978.3425122","pdf_url":null,"source":{"id":"https://openalex.org/S4306523839","display_name":"Proceedings of the 4th International Conference on Computer Science and Application Engineering","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"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":"Proceedings of the 4th International Conference on Computer Science and Application Engineering","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.7699999809265137}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1522734439","https://openalex.org/W1947481528","https://openalex.org/W2163605009","https://openalex.org/W2196781374","https://openalex.org/W2346062110","https://openalex.org/W2524651859","https://openalex.org/W2889158831","https://openalex.org/W2901319547","https://openalex.org/W2962067162","https://openalex.org/W2964121744","https://openalex.org/W3021024438","https://openalex.org/W3026188263","https://openalex.org/W3043808443","https://openalex.org/W3103507112"],"related_works":["https://openalex.org/W2009974420","https://openalex.org/W2531517130","https://openalex.org/W2292920786","https://openalex.org/W3151247252","https://openalex.org/W2142107708","https://openalex.org/W2596000384","https://openalex.org/W1986340438","https://openalex.org/W3129090725","https://openalex.org/W3204592498","https://openalex.org/W3190507020"],"abstract_inverted_index":{"Accurate":[0],"analysis":[1],"of":[2,10],"the":[3,15,20,25,73,94,110,114],"patient's":[4],"heart":[5],"function,":[6],"and":[7,18,67,75,80,107,119],"early":[8],"diagnosis":[9],"myocardial":[11],"disease":[12],"can":[13],"improve":[14],"treatment":[16],"effect":[17],"reduce":[19],"medical":[21,27],"cost":[22],"significantly.":[23],"Among":[24],"different":[26],"imaging":[28],"techniques,":[29],"cardiac":[30],"magnetic":[31],"resonance":[32],"(CMR)":[33],"has":[34],"high":[35],"tissue":[36],"contrast":[37],"which":[38],"is":[39,51],"widely":[40],"used":[41],"in":[42],"clinic.":[43],"However,":[44],"pro-processing":[45],"CMR":[46],"data":[47],"manually":[48],"for":[49],"diagnose":[50],"extremely":[52],"time":[53],"consuming.":[54],"To":[55],"develop":[56],"an":[57],"automatic":[58],"cardiomyopathy":[59,69],"recognition":[60,96],"algorithm":[61],"among":[62],"normal":[63],"group,":[64,70],"hypertrophic":[65],"cardiomyopathy,":[66],"dilated":[68],"we":[71,85],"employ":[72],"CNN":[74],"LSTM":[76],"to":[77,92,104],"extract":[78],"spatial":[79],"motion":[81,88],"features.":[82],"In":[83,101],"addition,":[84],"propose":[86],"a":[87],"based":[89],"auxiliary":[90],"task":[91],"help":[93],"main":[95],"task,":[97],"without":[98],"additional":[99],"annotation.":[100],"experiment,":[102],"compared":[103],"C3D":[105],"[1]":[106],"LRCN":[108],"[2],":[109],"proposed":[111],"method":[112],"obtains":[113],"best":[115],"performance.":[116],"Both":[117],"accuracy":[118],"AUC":[120],"score":[121],"achieve":[122],"0.94.":[123]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
