{"id":"https://openalex.org/W2087001187","doi":"https://doi.org/10.1109/icassp.2010.5495684","title":"Bayesian framework for artifact reduction on ECG IN MRI","display_name":"Bayesian framework for artifact reduction on ECG IN MRI","publication_year":2010,"publication_date":"2010-01-01","ids":{"openalex":"https://openalex.org/W2087001187","doi":"https://doi.org/10.1109/icassp.2010.5495684","mag":"2087001187"},"language":"en","primary_location":{"id":"doi:10.1109/icassp.2010.5495684","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2010.5495684","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 IEEE International Conference on Acoustics, Speech and Signal Processing","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/A5064479140","display_name":"Julien Oster","orcid":"https://orcid.org/0000-0001-6090-0834"},"institutions":[{"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/I4210116041","display_name":"Imagerie Adaptative Diagnostique et Interventionnelle","ror":"https://ror.org/025mhc977","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I4210100260","https://openalex.org/I4210110412","https://openalex.org/I4210116041","https://openalex.org/I4210139971","https://openalex.org/I90183372"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Julien Oster","raw_affiliation_strings":["Inserm U947, CHU Nancy Brabois, IADI, Nancy Universite, Nancy, France","IADI, Nancy Universit\u00e9, Inserm U947, CHU Nancy Brabois, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Inserm U947, CHU Nancy Brabois, IADI, Nancy Universite, Nancy, France","institution_ids":["https://openalex.org/I154526488","https://openalex.org/I4210116041"]},{"raw_affiliation_string":"IADI, Nancy Universit\u00e9, Inserm U947, CHU Nancy Brabois, France","institution_ids":["https://openalex.org/I154526488","https://openalex.org/I4210116041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065100569","display_name":"Olivier Pietquin","orcid":"https://orcid.org/0000-0002-5386-465X"},"institutions":[{"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/I4210116041","display_name":"Imagerie Adaptative Diagnostique et Interventionnelle","ror":"https://ror.org/025mhc977","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I4210100260","https://openalex.org/I4210110412","https://openalex.org/I4210116041","https://openalex.org/I4210139971","https://openalex.org/I90183372"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Olivier Pietquin","raw_affiliation_strings":["Inserm U947, CHU Nancy Brabois, IADI, Nancy Universite, Nancy, France","IADI, Nancy Universit\u00e9, Inserm U947, CHU Nancy Brabois, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Inserm U947, CHU Nancy Brabois, IADI, Nancy Universite, Nancy, France","institution_ids":["https://openalex.org/I154526488","https://openalex.org/I4210116041"]},{"raw_affiliation_string":"IADI, Nancy Universit\u00e9, Inserm U947, CHU Nancy Brabois, France","institution_ids":["https://openalex.org/I154526488","https://openalex.org/I4210116041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078272201","display_name":"Michel Kraemer","orcid":null},"institutions":[{"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/I4210105014","display_name":"Schiller (France)","ror":"https://ror.org/019vgq189","country_code":"FR","type":"company","lineage":["https://openalex.org/I4210105014"]},{"id":"https://openalex.org/I4210116041","display_name":"Imagerie Adaptative Diagnostique et Interventionnelle","ror":"https://ror.org/025mhc977","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I4210100260","https://openalex.org/I4210110412","https://openalex.org/I4210116041","https://openalex.org/I4210139971","https://openalex.org/I90183372"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Michel Kraemer","raw_affiliation_strings":["Inserm U947, CHU Nancy Brabois, IADI, Nancy Universite, Nancy, France","Schiller M\u00e9dical SAS, Wissembourg, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Inserm U947, CHU Nancy Brabois, IADI, Nancy Universite, Nancy, France","institution_ids":["https://openalex.org/I154526488","https://openalex.org/I4210116041"]},{"raw_affiliation_string":"Schiller M\u00e9dical SAS, Wissembourg, France","institution_ids":["https://openalex.org/I4210105014"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039042338","display_name":"Jacques Felblinger","orcid":"https://orcid.org/0000-0002-9245-6595"},"institutions":[{"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/I4210116041","display_name":"Imagerie Adaptative Diagnostique et Interventionnelle","ror":"https://ror.org/025mhc977","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I4210100260","https://openalex.org/I4210110412","https://openalex.org/I4210116041","https://openalex.org/I4210139971","https://openalex.org/I90183372"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Jacques Felblinger","raw_affiliation_strings":["Inserm U947, CHU Nancy Brabois, IADI, Nancy Universite, Nancy, France","IADI, Nancy Universit\u00e9, Inserm U947, CHU Nancy Brabois, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Inserm U947, CHU Nancy Brabois, IADI, Nancy Universite, Nancy, France","institution_ids":["https://openalex.org/I154526488","https://openalex.org/I4210116041"]},{"raw_affiliation_string":"IADI, Nancy Universit\u00e9, Inserm U947, CHU Nancy Brabois, France","institution_ids":["https://openalex.org/I154526488","https://openalex.org/I4210116041"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.7864,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.71483132,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"489","last_page":"492"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11021","display_name":"ECG Monitoring and Analysis","score":0.9998000264167786,"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/T11021","display_name":"ECG Monitoring and Analysis","score":0.9998000264167786,"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":0.9958000183105469,"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/T10217","display_name":"Cardiac electrophysiology and arrhythmias","score":0.9932000041007996,"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/artifact","display_name":"Artifact (error)","score":0.795966625213623},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6869342923164368},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.654586672782898},{"id":"https://openalex.org/keywords/noise-reduction","display_name":"Noise reduction","score":0.5685734748840332},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.5257231593132019},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.49464699625968933},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.4633081257343292},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.4408620595932007},{"id":"https://openalex.org/keywords/signal-to-noise-ratio","display_name":"Signal-to-noise ratio (imaging)","score":0.4369056820869446},{"id":"https://openalex.org/keywords/real-time-mri","display_name":"Real-time MRI","score":0.43419021368026733},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.42613619565963745},{"id":"https://openalex.org/keywords/signal-processing","display_name":"Signal processing","score":0.42137882113456726},{"id":"https://openalex.org/keywords/magnetic-resonance-imaging","display_name":"Magnetic resonance imaging","score":0.38725101947784424},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.33466991782188416},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.13644281029701233},{"id":"https://openalex.org/keywords/digital-signal-processing","display_name":"Digital signal processing","score":0.11986079812049866},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.08279240131378174}],"concepts":[{"id":"https://openalex.org/C2779010991","wikidata":"https://www.wikidata.org/wiki/Q2720909","display_name":"Artifact (error)","level":2,"score":0.795966625213623},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6869342923164368},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.654586672782898},{"id":"https://openalex.org/C163294075","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Noise reduction","level":2,"score":0.5685734748840332},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.5257231593132019},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.49464699625968933},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.4633081257343292},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.4408620595932007},{"id":"https://openalex.org/C13944312","wikidata":"https://www.wikidata.org/wiki/Q7512748","display_name":"Signal-to-noise ratio (imaging)","level":2,"score":0.4369056820869446},{"id":"https://openalex.org/C157787499","wikidata":"https://www.wikidata.org/wiki/Q13479657","display_name":"Real-time MRI","level":3,"score":0.43419021368026733},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.42613619565963745},{"id":"https://openalex.org/C104267543","wikidata":"https://www.wikidata.org/wiki/Q208163","display_name":"Signal processing","level":3,"score":0.42137882113456726},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.38725101947784424},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.33466991782188416},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.13644281029701233},{"id":"https://openalex.org/C84462506","wikidata":"https://www.wikidata.org/wiki/Q173142","display_name":"Digital signal processing","level":2,"score":0.11986079812049866},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.08279240131378174},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icassp.2010.5495684","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2010.5495684","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 IEEE International Conference on Acoustics, Speech and Signal Processing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1973799196","https://openalex.org/W2033933262","https://openalex.org/W2065765413","https://openalex.org/W2103052614","https://openalex.org/W2104750904","https://openalex.org/W2108145946","https://openalex.org/W2117861493","https://openalex.org/W2132904166","https://openalex.org/W2147966418","https://openalex.org/W2157209869","https://openalex.org/W2166197001","https://openalex.org/W4320406025"],"related_works":["https://openalex.org/W52840052","https://openalex.org/W3162837891","https://openalex.org/W1687852313","https://openalex.org/W3029243869","https://openalex.org/W2502336004","https://openalex.org/W1741504538","https://openalex.org/W4385545089","https://openalex.org/W3208554922","https://openalex.org/W3153293907","https://openalex.org/W4401575680"],"abstract_inverted_index":{"Electrocardiogram":[0],"(ECG)":[1],"is":[2,47,116],"required":[3],"during":[4,40,72],"Magnetic":[5,29],"Resonance":[6],"Imaging":[7],"(MRI)":[8],"for":[9,18,57],"two":[10],"reasons,":[11],"patient":[12,123],"monitoring":[13,124],"and":[14,86,107,113,125,136],"MRI":[15,22,41],"sequence":[16],"synchronization":[17],"cardiovascular":[19],"imaging.":[20],"The":[21,28],"environment":[23],"severely":[24],"distorts":[25],"ECG":[26,38,68,78,84,112],"signals.":[27],"Field":[30],"Gradients":[31],"(MFG)":[32],"especially":[33],"induce":[34],"artifacts,":[35],"which":[36],"make":[37],"analysis":[39],"acquisition":[42],"challenging.":[43],"Specific":[44],"signal":[45,137],"processing":[46],"thus":[48],"required.":[49],"An":[50],"MFG":[51,98,114],"artifact":[52,99],"modeling":[53],"has":[54,90],"been":[55,91],"proposed":[56],"their":[58],"suppression.":[59],"However":[60],"the":[61,67,73,108,111],"resulting":[62],"techniques":[63],"do":[64],"not":[65],"take":[66],"signals":[69],"into":[70],"account":[71],"model":[74,85],"parameter":[75],"estimation.":[76],"Recently,":[77],"denoising":[79],"based":[80,102],"on":[81,103],"an":[82],"artificial":[83],"nonlinear":[87,104],"Bayesian":[88,105],"filtering":[89,106],"presented.":[92],"In":[93],"this":[94],"paper,":[95],"a":[96],"new":[97,119],"suppression":[100],"method":[101],"unification":[109],"of":[110,131],"models":[115],"proposed.":[117],"This":[118],"approach":[120],"enables":[121],"accurate":[122],"outperforms":[126],"state-of-the-art":[127],"methods":[128],"in":[129],"terms":[130],"both":[132],"QRS":[133],"detection":[134],"quality":[135],"to":[138],"noise":[139],"ratio.":[140]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":2},{"year":2014,"cited_by_count":2},{"year":2012,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}