{"id":"https://openalex.org/W4213206844","doi":"https://doi.org/10.1109/tmi.2022.3151606","title":"Motion Estimation by Deep Learning in 2D Echocardiography: Synthetic Dataset and Validation","display_name":"Motion Estimation by Deep Learning in 2D Echocardiography: Synthetic Dataset and Validation","publication_year":2022,"publication_date":"2022-02-15","ids":{"openalex":"https://openalex.org/W4213206844","doi":"https://doi.org/10.1109/tmi.2022.3151606","pmid":"https://pubmed.ncbi.nlm.nih.gov/35157582"},"language":"en","primary_location":{"id":"doi:10.1109/tmi.2022.3151606","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmi.2022.3151606","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":true,"oa_status":"green","oa_url":"https://hal.science/hal-03603014/document","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Ewan Evain","orcid":"https://orcid.org/0000-0002-0141-5289"},"institutions":[{"id":"https://openalex.org/I100532134","display_name":"Universit\u00e9 Claude Bernard Lyon 1","ror":"https://ror.org/029brtt94","country_code":"FR","type":"education","lineage":["https://openalex.org/I100532134","https://openalex.org/I203339264"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I4210138704","display_name":"Centre de Recherche en Acquisition et Traitement de l'Image pour la Sant\u00e9","ror":"https://ror.org/03smk3872","country_code":"FR","type":"facility","lineage":["https://openalex.org/I100532134","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I154526488","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I4210095849","https://openalex.org/I4210100596","https://openalex.org/I4210105738","https://openalex.org/I4210138704","https://openalex.org/I4210159245","https://openalex.org/I4405259976","https://openalex.org/I48430043"]},{"id":"https://openalex.org/I48430043","display_name":"Institut National des Sciences Appliqu\u00e9es de Lyon","ror":"https://ror.org/050jn9y42","country_code":"FR","type":"education","lineage":["https://openalex.org/I203339264","https://openalex.org/I48430043"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Ewan Evain","raw_affiliation_strings":["CREATIS, CNRS UMR5220, Inserm U1294, INSA-Lyon, University of Lyon 1, Villeurbanne, France"],"raw_orcid":"https://orcid.org/0000-0002-0141-5289","affiliations":[{"raw_affiliation_string":"CREATIS, CNRS UMR5220, Inserm U1294, INSA-Lyon, University of Lyon 1, Villeurbanne, France","institution_ids":["https://openalex.org/I100532134","https://openalex.org/I1294671590","https://openalex.org/I4210138704","https://openalex.org/I154526488","https://openalex.org/I48430043"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Yunyun Sun","orcid":null},"institutions":[{"id":"https://openalex.org/I100532134","display_name":"Universit\u00e9 Claude Bernard Lyon 1","ror":"https://ror.org/029brtt94","country_code":"FR","type":"education","lineage":["https://openalex.org/I100532134","https://openalex.org/I203339264"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I4210138704","display_name":"Centre de Recherche en Acquisition et Traitement de l'Image pour la Sant\u00e9","ror":"https://ror.org/03smk3872","country_code":"FR","type":"facility","lineage":["https://openalex.org/I100532134","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I154526488","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I4210095849","https://openalex.org/I4210100596","https://openalex.org/I4210105738","https://openalex.org/I4210138704","https://openalex.org/I4210159245","https://openalex.org/I4405259976","https://openalex.org/I48430043"]},{"id":"https://openalex.org/I48430043","display_name":"Institut National des Sciences Appliqu\u00e9es de Lyon","ror":"https://ror.org/050jn9y42","country_code":"FR","type":"education","lineage":["https://openalex.org/I203339264","https://openalex.org/I48430043"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Yunyun Sun","raw_affiliation_strings":["CREATIS, CNRS UMR5220, Inserm U1294, INSA-Lyon, University of Lyon 1, Villeurbanne, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CREATIS, CNRS UMR5220, Inserm U1294, INSA-Lyon, University of Lyon 1, Villeurbanne, France","institution_ids":["https://openalex.org/I100532134","https://openalex.org/I1294671590","https://openalex.org/I4210138704","https://openalex.org/I154526488","https://openalex.org/I48430043"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Khuram Faraz","orcid":null},"institutions":[{"id":"https://openalex.org/I100532134","display_name":"Universit\u00e9 Claude Bernard Lyon 1","ror":"https://ror.org/029brtt94","country_code":"FR","type":"education","lineage":["https://openalex.org/I100532134","https://openalex.org/I203339264"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I4210138704","display_name":"Centre de Recherche en Acquisition et Traitement de l'Image pour la Sant\u00e9","ror":"https://ror.org/03smk3872","country_code":"FR","type":"facility","lineage":["https://openalex.org/I100532134","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I154526488","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I4210095849","https://openalex.org/I4210100596","https://openalex.org/I4210105738","https://openalex.org/I4210138704","https://openalex.org/I4210159245","https://openalex.org/I4405259976","https://openalex.org/I48430043"]},{"id":"https://openalex.org/I48430043","display_name":"Institut National des Sciences Appliqu\u00e9es de Lyon","ror":"https://ror.org/050jn9y42","country_code":"FR","type":"education","lineage":["https://openalex.org/I203339264","https://openalex.org/I48430043"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Khuram Faraz","raw_affiliation_strings":["CREATIS, CNRS UMR5220, Inserm U1294, INSA-Lyon, University of Lyon 1, Villeurbanne, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CREATIS, CNRS UMR5220, Inserm U1294, INSA-Lyon, University of Lyon 1, Villeurbanne, France","institution_ids":["https://openalex.org/I100532134","https://openalex.org/I1294671590","https://openalex.org/I4210138704","https://openalex.org/I154526488","https://openalex.org/I48430043"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Damien Garcia","orcid":"https://orcid.org/0000-0002-8552-1475"},"institutions":[{"id":"https://openalex.org/I100532134","display_name":"Universit\u00e9 Claude Bernard Lyon 1","ror":"https://ror.org/029brtt94","country_code":"FR","type":"education","lineage":["https://openalex.org/I100532134","https://openalex.org/I203339264"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I4210138704","display_name":"Centre de Recherche en Acquisition et Traitement de l'Image pour la Sant\u00e9","ror":"https://ror.org/03smk3872","country_code":"FR","type":"facility","lineage":["https://openalex.org/I100532134","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I154526488","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I4210095849","https://openalex.org/I4210100596","https://openalex.org/I4210105738","https://openalex.org/I4210138704","https://openalex.org/I4210159245","https://openalex.org/I4405259976","https://openalex.org/I48430043"]},{"id":"https://openalex.org/I48430043","display_name":"Institut National des Sciences Appliqu\u00e9es de Lyon","ror":"https://ror.org/050jn9y42","country_code":"FR","type":"education","lineage":["https://openalex.org/I203339264","https://openalex.org/I48430043"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Damien Garcia","raw_affiliation_strings":["CREATIS, CNRS UMR5220, Inserm U1294, INSA-Lyon, University of Lyon 1, Villeurbanne, France"],"raw_orcid":"https://orcid.org/0000-0002-8552-1475","affiliations":[{"raw_affiliation_string":"CREATIS, CNRS UMR5220, Inserm U1294, INSA-Lyon, University of Lyon 1, Villeurbanne, France","institution_ids":["https://openalex.org/I100532134","https://openalex.org/I1294671590","https://openalex.org/I4210138704","https://openalex.org/I154526488","https://openalex.org/I48430043"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Eric Saloux","orcid":null},"institutions":[{"id":"https://openalex.org/I4210105918","display_name":"Normandie Universit\u00e9","ror":"https://ror.org/01k40cz91","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210105918"]},{"id":"https://openalex.org/I4210114068","display_name":"Centre Hospitalier Universitaire de Caen Normandie","ror":"https://ror.org/027arzy69","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I4210114068"]},{"id":"https://openalex.org/I4392021158","display_name":"Physiopathologie et Strat\u00e9gies d'Imagerie du Remodelage cardiovasculaire","ror":"https://ror.org/03hfcy355","country_code":null,"type":"facility","lineage":["https://openalex.org/I4210105918","https://openalex.org/I4392021158","https://openalex.org/I98702875"]},{"id":"https://openalex.org/I98702875","display_name":"Universit\u00e9 de Caen Normandie","ror":"https://ror.org/051kpcy16","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210105918","https://openalex.org/I98702875"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Eric Saloux","raw_affiliation_strings":["Department of Cardiology, EA4650 SEILIRM, CHU de Caen Normandie, Normandie University, UNICAEN, Caen, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Cardiology, EA4650 SEILIRM, CHU de Caen Normandie, Normandie University, UNICAEN, Caen, France","institution_ids":["https://openalex.org/I4210114068","https://openalex.org/I98702875","https://openalex.org/I4210105918","https://openalex.org/I4392021158"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Bernhard L. Gerber","orcid":"https://orcid.org/0000-0003-1708-8558"},"institutions":[{"id":"https://openalex.org/I1315288073","display_name":"Cliniques Universitaires Saint-Luc","ror":"https://ror.org/03s4khd80","country_code":"BE","type":"healthcare","lineage":["https://openalex.org/I1315288073"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Bernhard L. Gerber","raw_affiliation_strings":["Cliniques Universitaires Saint-Luc UCL, Woluwe-Saint-Lambert, Brussels, Belgium"],"raw_orcid":"https://orcid.org/0000-0003-1708-8558","affiliations":[{"raw_affiliation_string":"Cliniques Universitaires Saint-Luc UCL, Woluwe-Saint-Lambert, Brussels, Belgium","institution_ids":["https://openalex.org/I1315288073"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Mathieu De Craene","orcid":null},"institutions":[{"id":"https://openalex.org/I4210165709","display_name":"Philips (France)","ror":"https://ror.org/05jz46060","country_code":"FR","type":"company","lineage":["https://openalex.org/I4210122849","https://openalex.org/I4210165709"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Mathieu De Craene","raw_affiliation_strings":["Philips Research Paris (Medisys), Suresnes, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Philips Research Paris (Medisys), Suresnes, France","institution_ids":["https://openalex.org/I4210165709"]}]},{"author_position":"last","author":{"id":null,"display_name":"Olivier Bernard","orcid":"https://orcid.org/0000-0003-0752-9946"},"institutions":[{"id":"https://openalex.org/I100532134","display_name":"Universit\u00e9 Claude Bernard Lyon 1","ror":"https://ror.org/029brtt94","country_code":"FR","type":"education","lineage":["https://openalex.org/I100532134","https://openalex.org/I203339264"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I4210138704","display_name":"Centre de Recherche en Acquisition et Traitement de l'Image pour la Sant\u00e9","ror":"https://ror.org/03smk3872","country_code":"FR","type":"facility","lineage":["https://openalex.org/I100532134","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I154526488","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I4210095849","https://openalex.org/I4210100596","https://openalex.org/I4210105738","https://openalex.org/I4210138704","https://openalex.org/I4210159245","https://openalex.org/I4405259976","https://openalex.org/I48430043"]},{"id":"https://openalex.org/I48430043","display_name":"Institut National des Sciences Appliqu\u00e9es de Lyon","ror":"https://ror.org/050jn9y42","country_code":"FR","type":"education","lineage":["https://openalex.org/I203339264","https://openalex.org/I48430043"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Olivier Bernard","raw_affiliation_strings":["CREATIS, CNRS UMR5220, Inserm U1294, INSA-Lyon, University of Lyon 1, Villeurbanne, France"],"raw_orcid":"https://orcid.org/0000-0003-0752-9946","affiliations":[{"raw_affiliation_string":"CREATIS, CNRS UMR5220, Inserm U1294, INSA-Lyon, University of Lyon 1, Villeurbanne, France","institution_ids":["https://openalex.org/I100532134","https://openalex.org/I1294671590","https://openalex.org/I4210138704","https://openalex.org/I154526488","https://openalex.org/I48430043"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I100532134","https://openalex.org/I1294671590","https://openalex.org/I154526488","https://openalex.org/I4210138704","https://openalex.org/I48430043"],"apc_list":null,"apc_paid":null,"fwci":6.3866,"has_fulltext":true,"cited_by_count":41,"citation_normalized_percentile":{"value":0.97433463,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"41","issue":"8","first_page":"1911","last_page":"1924"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10821","display_name":"Cardiovascular Function and Risk Factors","score":0.8827999830245972,"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":0.8827999830245972,"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/T10727","display_name":"Ultrasound Imaging and Elastography","score":0.03739999979734421,"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":0.019899999722838402,"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/deep-learning","display_name":"Deep learning","score":0.7317000031471252},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.6644999980926514},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.51419997215271},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.45660001039505005},{"id":"https://openalex.org/keywords/motion-estimation","display_name":"Motion estimation","score":0.43369999527931213},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.41830000281333923},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.40549999475479126},{"id":"https://openalex.org/keywords/mean-absolute-error","display_name":"Mean absolute error","score":0.3928999900817871},{"id":"https://openalex.org/keywords/correlation","display_name":"Correlation","score":0.36719998717308044}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7723000049591064},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7587000131607056},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.7317000031471252},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6644999980926514},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.51419997215271},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.45660001039505005},{"id":"https://openalex.org/C10161872","wikidata":"https://www.wikidata.org/wiki/Q557891","display_name":"Motion estimation","level":2,"score":0.43369999527931213},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.41830000281333923},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.40549999475479126},{"id":"https://openalex.org/C188154048","wikidata":"https://www.wikidata.org/wiki/Q6803609","display_name":"Mean absolute error","level":3,"score":0.3928999900817871},{"id":"https://openalex.org/C117220453","wikidata":"https://www.wikidata.org/wiki/Q5172842","display_name":"Correlation","level":2,"score":0.36719998717308044},{"id":"https://openalex.org/C126042441","wikidata":"https://www.wikidata.org/wiki/Q1324888","display_name":"Frame (networking)","level":2,"score":0.35519999265670776},{"id":"https://openalex.org/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.3508000075817108},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.3425000011920929},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.33899998664855957},{"id":"https://openalex.org/C122383733","wikidata":"https://www.wikidata.org/wiki/Q865920","display_name":"Approximation error","level":2,"score":0.3328000009059906},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.31290000677108765},{"id":"https://openalex.org/C150217764","wikidata":"https://www.wikidata.org/wiki/Q6803607","display_name":"Mean absolute percentage error","level":3,"score":0.29789999127388},{"id":"https://openalex.org/C2984842247","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep neural networks","level":3,"score":0.295199990272522},{"id":"https://openalex.org/C155032097","wikidata":"https://www.wikidata.org/wiki/Q798503","display_name":"Backpropagation","level":3,"score":0.28200000524520874},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.2809999883174896},{"id":"https://openalex.org/C16910744","wikidata":"https://www.wikidata.org/wiki/Q7705759","display_name":"Test data","level":2,"score":0.2802000045776367},{"id":"https://openalex.org/C160920958","wikidata":"https://www.wikidata.org/wiki/Q7662746","display_name":"Synthetic data","level":2,"score":0.2705000042915344},{"id":"https://openalex.org/C2778915421","wikidata":"https://www.wikidata.org/wiki/Q3643177","display_name":"Performance improvement","level":2,"score":0.26589998602867126},{"id":"https://openalex.org/C3261483","wikidata":"https://www.wikidata.org/wiki/Q119565","display_name":"Frame rate","level":2,"score":0.2621000111103058}],"mesh":[{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004452","descriptor_name":"Echocardiography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004452","descriptor_name":"Echocardiography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004452","descriptor_name":"Echocardiography","qualifier_ui":"Q000379","qualifier_name":"methods","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":"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":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D009038","descriptor_name":"Motion","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009038","descriptor_name":"Motion","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009038","descriptor_name":"Motion","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.1109/tmi.2022.3151606","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmi.2022.3151606","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:35157582","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35157582","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},{"id":"pmh:oai:HAL:hal-03603014v1","is_oa":true,"landing_page_url":"https://hal.science/hal-03603014","pdf_url":"https://hal.science/hal-03603014/document","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Transactions on Medical Imaging, 2022, 41 (8), pp.1911-1924. &#x27E8;10.1109/TMI.2022.3151606&#x27E9;","raw_type":"Journal articles"},{"id":"pmh:oai:dial.uclouvain.be:boreal:260934","is_oa":false,"landing_page_url":"http://hdl.handle.net/2078.1/260934","pdf_url":null,"source":{"id":"https://openalex.org/S4306401902","display_name":"Digital Access to Libraries (Universit\u00e9 catholique de Louvain (UCL), l'Universit\u00e9 de Namur (UNamur) and the Universit\u00e9 Saint-Louis (USL-B))","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I95674353","host_organization_name":"UCLouvain","host_organization_lineage":["https://openalex.org/I95674353"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE transactions on medical imaging, Vol. PP, no.999, p. 1-14 (2022)","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-03603014v1","is_oa":true,"landing_page_url":"https://hal.science/hal-03603014","pdf_url":"https://hal.science/hal-03603014/document","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Transactions on Medical Imaging, 2022, 41 (8), pp.1911-1924. &#x27E8;10.1109/TMI.2022.3151606&#x27E9;","raw_type":"Journal articles"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320883","display_name":"Agence Nationale de la Recherche","ror":"https://ror.org/00rbzpz17"},{"id":"https://openalex.org/F4320321663","display_name":"Association Nationale de la Recherche et de la Technologie","ror":"https://ror.org/00ht2ab73"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4213206844.pdf","grobid_xml":"https://content.openalex.org/works/W4213206844.grobid-xml"},"referenced_works_count":37,"referenced_works":["https://openalex.org/W764651262","https://openalex.org/W1677182931","https://openalex.org/W1755205674","https://openalex.org/W1901129140","https://openalex.org/W1992398415","https://openalex.org/W1998374020","https://openalex.org/W2022539437","https://openalex.org/W2041772080","https://openalex.org/W2083704705","https://openalex.org/W2087275007","https://openalex.org/W2147253850","https://openalex.org/W2152862816","https://openalex.org/W2190898938","https://openalex.org/W2259424905","https://openalex.org/W2548527721","https://openalex.org/W2560474170","https://openalex.org/W2779873454","https://openalex.org/W2804059733","https://openalex.org/W2891258286","https://openalex.org/W2892912782","https://openalex.org/W2907988317","https://openalex.org/W2915232829","https://openalex.org/W2953504521","https://openalex.org/W2962271578","https://openalex.org/W2963782415","https://openalex.org/W3000143867","https://openalex.org/W3004319130","https://openalex.org/W3006670125","https://openalex.org/W3008655096","https://openalex.org/W3012268432","https://openalex.org/W3026086137","https://openalex.org/W3044863663","https://openalex.org/W3092031931","https://openalex.org/W3125714359","https://openalex.org/W3132719163","https://openalex.org/W3197635226","https://openalex.org/W4236463435"],"related_works":[],"abstract_inverted_index":{"Motion":[0],"estimation":[1,51],"in":[2,8,25,52,198],"echocardiography":[3],"plays":[4],"an":[5,112,212],"important":[6],"role":[7],"the":[9,15,32,79,103,169,194,199,202,232,243],"characterization":[10],"of":[11,17,36,61,81,85,105,116,138,168,173,180,193,234,242],"cardiac":[12],"function,":[13],"allowing":[14,78],"computation":[16],"myocardial":[18],"deformation":[19],"indices.":[20],"However,":[21],"there":[22],"exist":[23],"limitations":[24],"clinical":[26,151],"practice,":[27],"particularly":[28],"with":[29,93,223],"regard":[30],"to":[31,57,101,183,237],"accuracy":[33],"and":[34,97,123,130,177,221],"robustness":[35],"measurements":[37],"extracted":[38],"from":[39,147,154,186,218],"images.":[40],"We":[41,206],"therefore":[42],"propose":[43],"a":[44,58,74,82,148,155,164,178,224],"novel":[45,75],"deep":[46,107],"learning":[47,108],"solution":[48],"for":[49],"motion":[50],"echocardiography.":[53],"Our":[54],"network":[55],"corresponds":[56],"modified":[59],"version":[60],"PWC-Net":[62],"which":[63,110],"achieves":[64],"high":[65,239],"performance":[66,104,137,240],"on":[67,132,144,211],"ultrasound":[68],"sequences.":[69,88],"In":[70],"parallel,":[71],"we":[72],"designed":[73],"simulation":[76],"pipeline":[77],"generation":[80],"large":[83],"amount":[84],"realistic":[86],"B-mode":[87],"These":[89],"synthetic":[90],"data,":[91],"together":[92],"strategies":[94],"during":[95],"training":[96],"inference,":[98],"were":[99,229],"used":[100],"improve":[102],"our":[106,133,139,209,235],"solution,":[109],"achieved":[111],"average":[113],"endpoint":[114],"error":[115,167],"0.07":[117],"\u00b1":[118,125,175],"0.06":[119],"mm":[120,127],"per":[121],"frame":[122],"1.20":[124],"0.67":[126],"between":[128],"ED":[129],"ES":[131],"simulated":[134],"dataset.":[135],"The":[136,158],"method":[140,159,210,236],"was":[141],"further":[142],"investigated":[143],"30":[145,216],"patients":[146,217],"publicly":[149],"available":[150],"dataset":[152,214],"acquired":[153,222],"GE":[156],"system.":[157,226],"showed":[160],"promise":[161],"by":[162],"achieving":[163],"mean":[165],"absolute":[166],"global":[170],"longitudinal":[171],"strain":[172],"2.5":[174],"2.1%":[176],"correlation":[179],"0.77":[181],"compared":[182],"GLS":[184],"derived":[185],"manual":[187],"segmentation,":[188],"much":[189],"better":[190],"than":[191],"one":[192],"most":[195],"efficient":[196],"methods":[197],"state-of-the-art":[200],"(namely":[201],"FFT-Xcorr":[203],"block-matching":[204],"method).":[205],"finally":[207],"evaluated":[208],"auxiliary":[213],"including":[215],"another":[219],"center":[220],"different":[225],"Comparable":[227],"results":[228],"achieved,":[230],"illustrating":[231],"ability":[233],"maintain":[238],"regardless":[241],"echocardiographic":[244],"data":[245],"processed.":[246]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":14},{"year":2024,"cited_by_count":14},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":5}],"updated_date":"2026-05-18T08:16:58.900851","created_date":"2022-02-24T00:00:00"}
