{"id":"https://openalex.org/W4295423912","doi":"https://doi.org/10.1109/embc48229.2022.9871826","title":"Fetal Movement Cancellation in Abdominal Electrocardiogram Recordings Using Signal-to-Signal Translation","display_name":"Fetal Movement Cancellation in Abdominal Electrocardiogram Recordings Using Signal-to-Signal Translation","publication_year":2022,"publication_date":"2022-07-11","ids":{"openalex":"https://openalex.org/W4295423912","doi":"https://doi.org/10.1109/embc48229.2022.9871826","pmid":"https://pubmed.ncbi.nlm.nih.gov/36086419"},"language":"en","primary_location":{"id":"doi:10.1109/embc48229.2022.9871826","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc48229.2022.9871826","pdf_url":null,"source":{"id":"https://openalex.org/S4363607706","display_name":"2022 44th Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC)","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":"2022 44th Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5087288463","display_name":"Arash Shokouhmand","orcid":"https://orcid.org/0000-0001-8346-5476"},"institutions":[{"id":"https://openalex.org/I108468826","display_name":"Stevens Institute of Technology","ror":"https://ror.org/02z43xh36","country_code":"US","type":"education","lineage":["https://openalex.org/I108468826"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Arash Shokouhmand","raw_affiliation_strings":["Department of Electrical and Computer Engineering at Stevens Institute of Technology,Hoboken,NJ,USA,07030"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering at Stevens Institute of Technology,Hoboken,NJ,USA,07030","institution_ids":["https://openalex.org/I108468826"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111036648","display_name":"Negar Tavassolian","orcid":null},"institutions":[{"id":"https://openalex.org/I108468826","display_name":"Stevens Institute of Technology","ror":"https://ror.org/02z43xh36","country_code":"US","type":"education","lineage":["https://openalex.org/I108468826"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Negar Tavassolian","raw_affiliation_strings":["Department of Electrical and Computer Engineering at Stevens Institute of Technology,Hoboken,NJ,USA,07030"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering at Stevens Institute of Technology,Hoboken,NJ,USA,07030","institution_ids":["https://openalex.org/I108468826"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2939,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.38851351,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"101","issue":null,"first_page":"2017","last_page":"2020"},"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.5155248641967773},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.514251172542572},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5036754012107849},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4873817563056946},{"id":"https://openalex.org/keywords/noise-reduction","display_name":"Noise reduction","score":0.47534891963005066},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.43872368335723877},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.397836297750473}],"concepts":[{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.5155248641967773},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.514251172542572},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5036754012107849},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4873817563056946},{"id":"https://openalex.org/C163294075","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Noise reduction","level":2,"score":0.47534891963005066},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.43872368335723877},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.397836297750473},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000005","descriptor_name":"Abdomen","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000005","descriptor_name":"Abdomen","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000005","descriptor_name":"Abdomen","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004562","descriptor_name":"Electrocardiography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004562","descriptor_name":"Electrocardiography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004562","descriptor_name":"Electrocardiography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005324","descriptor_name":"Fetal Movement","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005324","descriptor_name":"Fetal Movement","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005324","descriptor_name":"Fetal Movement","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"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":"D011247","descriptor_name":"Pregnancy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011247","descriptor_name":"Pregnancy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011247","descriptor_name":"Pregnancy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1109/embc48229.2022.9871826","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc48229.2022.9871826","pdf_url":null,"source":{"id":"https://openalex.org/S4363607706","display_name":"2022 44th Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC)","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":"2022 44th Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:36086419","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36086419","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":"Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1503398984","https://openalex.org/W1522301498","https://openalex.org/W2010755794","https://openalex.org/W2045357945","https://openalex.org/W2092394402","https://openalex.org/W2162800060","https://openalex.org/W2196135915","https://openalex.org/W2337433114","https://openalex.org/W2337770506","https://openalex.org/W2951939904","https://openalex.org/W2963784340","https://openalex.org/W2971311819","https://openalex.org/W3140763878","https://openalex.org/W4200092602","https://openalex.org/W4230345047","https://openalex.org/W6631190155","https://openalex.org/W6735204497"],"related_works":["https://openalex.org/W2770593030","https://openalex.org/W3154990682","https://openalex.org/W2560201613","https://openalex.org/W2171975302","https://openalex.org/W2022352247","https://openalex.org/W4312219546","https://openalex.org/W2377538627","https://openalex.org/W2107220315","https://openalex.org/W1589637664","https://openalex.org/W4281727072"],"abstract_inverted_index":{"This":[0],"study":[1],"addresses":[2],"the":[3,34,48,82,90,124,127,149,162,180],"cancellation":[4],"of":[5,26,111,126,142,151,164,182],"fetal":[6,37,49,67,170],"movement":[7],"in":[8],"abdominal":[9,165],"electrocardiogram":[10],"(AECG)":[11],"recordings":[12,57],"through":[13],"deep":[14],"neural":[15,184],"networks.":[16],"For":[17],"this":[18],"purpose,":[19],"a":[20],"generative":[21],"signal-to-signal":[22,91],"translation":[23,92],"model":[24,44],"consisting":[25],"two":[27],"coupled":[28],"generators":[29],"is":[30,45,87,136,176],"employed":[31],"to":[32,129,179],"discover":[33],"relations":[35],"between":[36,117],"movement-contaminated":[38],"and":[39,66,78,106,114,119],"clean":[40,96,118],"AECG":[41,56,97,121],"recordings.":[42],"The":[43,70,157,174],"trained":[46],"on":[47],"ECG":[50,68,166],"synthetic":[51],"database":[52],"(FECGSYNDB)":[53],"which":[54],"provides":[55],"from":[58],"10":[59],"pregnancies":[60],"along":[61],"with":[62,99],"their":[63],"ground-truth":[64],"maternal":[65],"signals.":[69,122],"signals":[71,98,167],"are":[72],"initially":[73],"segmented":[74],"into":[75,81],"4-second":[76],"segments":[77],"then":[79],"fed":[80],"network":[83,185],"for":[84,145,161,168],"denoising.":[85],"It":[86],"demonstrated":[88],"that":[89],"method":[93,128],"can":[94],"reconstruct":[95],"average":[100],"mean-absolute-error":[101],"(MAE),":[102],"root-mean-square":[103],"deviation":[104],"(RMSD),":[105],"Pearson":[107],"correlation":[108],"coefficient":[109],"(PCC)":[110],"0.099,":[112],"0.124,":[113],"99.12%":[115],"respectively,":[116],"denoised":[120],"Furthermore,":[123],"robustness":[125],"low":[130],"signal-to-noise":[131],"ratio":[132],"(SNR)":[133],"input":[134],"values":[135,147],"shown":[137],"by":[138],"an":[139],"RMSD":[140],"range":[141,150],"(0.047,":[143],"0.352)":[144],"SNR":[146],"within":[148],"(-3,":[152],"3)":[153],"dB.":[154],"Clinical":[155],"Relevance-":[156],"proposed":[158],"framework":[159],"allows":[160],"denoising":[163],"non-invasive":[169],"heart":[171],"rate":[172],"monitoring.":[173],"approach":[175],"accurate":[177],"due":[178],"use":[181],"advanced":[183],"techniques.":[186]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
