{"id":"https://openalex.org/W7225238844","doi":"https://doi.org/10.3389/frsip.2026.1945432","title":"FG-DPUNet: a feature-aware gating dual-path U-Net for ECG motion artifact removal with waveform integrity","display_name":"FG-DPUNet: a feature-aware gating dual-path U-Net for ECG motion artifact removal with waveform integrity","publication_year":2026,"publication_date":"2026-11-04","ids":{"openalex":"https://openalex.org/W7225238844","doi":"https://doi.org/10.3389/frsip.2026.1945432"},"language":"en","primary_location":{"id":"doi:10.3389/frsip.2026.1945432","doi":"https://doi.org/10.3389/frsip.2026.1945432","is_oa":true,"landing_page_url":"https://doi.org/10.3389/frsip.2026.1945432","pdf_url":"https://www.frontiersin.org/journals/signal-processing/articles/10.3389/frsip.2026.1945432/pdf","source":{"id":"https://openalex.org/S4210195221","display_name":"Frontiers in Signal Processing","issn_l":"2673-8198","issn":["2673-8198"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Signal Processing","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.frontiersin.org/journals/signal-processing/articles/10.3389/frsip.2026.1945432/pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5113174924","display_name":"Baitao Lv","orcid":"https://orcid.org/0009-0001-1115-3243","observed_orcids":["https://orcid.org/0009-0001-1115-3243"]},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I2802624667","display_name":"Hefei Institutes of Physical Science","ror":"https://ror.org/046n57345","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I2802624667"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Baitao Lv","raw_affiliation_strings":["Hefei Institutes of Physical Science, Chinese Academy of Sciences","University of Science and Technology of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hefei Institutes of Physical Science, Chinese Academy of Sciences","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I2802624667"]},{"raw_affiliation_string":"University of Science and Technology of China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5137009417","display_name":"Shaonan Wang","orcid":"https://orcid.org/0009-0005-8471-7117","observed_orcids":["https://orcid.org/0009-0005-8471-7117"]},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I2802624667","display_name":"Hefei Institutes of Physical Science","ror":"https://ror.org/046n57345","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I2802624667"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shaonan Wang","raw_affiliation_strings":["Hefei Institutes of Physical Science, Chinese Academy of Sciences","University of Science and Technology of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hefei Institutes of Physical Science, Chinese Academy of Sciences","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I2802624667"]},{"raw_affiliation_string":"University of Science and Technology of China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5160670191","display_name":"Chao Yu","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I2802624667","display_name":"Hefei Institutes of Physical Science","ror":"https://ror.org/046n57345","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I2802624667"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chao Yu","raw_affiliation_strings":["Hefei Institutes of Physical Science, Chinese Academy of Sciences"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hefei Institutes of Physical Science, Chinese Academy of Sciences","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I2802624667"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5160575492","display_name":"Yang Xu","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I2802624667","display_name":"Hefei Institutes of Physical Science","ror":"https://ror.org/046n57345","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I2802624667"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Xu","raw_affiliation_strings":["Hefei Institutes of Physical Science, Chinese Academy of Sciences"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hefei Institutes of Physical Science, Chinese Academy of Sciences","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I2802624667"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5160605439","display_name":"Yining Sun","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I2802624667","display_name":"Hefei Institutes of Physical Science","ror":"https://ror.org/046n57345","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I2802624667"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yining Sun","raw_affiliation_strings":["Hefei Institutes of Physical Science, Chinese Academy of Sciences"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hefei Institutes of Physical Science, Chinese Academy of Sciences","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I2802624667"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5160696092","display_name":"Xianjun Yang","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I2802624667","display_name":"Hefei Institutes of Physical Science","ror":"https://ror.org/046n57345","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I2802624667"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xianjun Yang","raw_affiliation_strings":["Hefei Institutes of Physical Science, Chinese Academy of Sciences","University of Science and Technology of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hefei Institutes of Physical Science, Chinese Academy of Sciences","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I2802624667"]},{"raw_affiliation_string":"University of Science and Technology of China","institution_ids":["https://openalex.org/I126520041"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5160696092"],"corresponding_institution_ids":["https://openalex.org/I126520041","https://openalex.org/I19820366","https://openalex.org/I2802624667"],"apc_list":{"value":1950,"currency":"CHF","value_usd":2353},"apc_paid":{"value":1950,"currency":"CHF","value_usd":2353},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.87369931,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"6","issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11021","display_name":"ECG Monitoring and Analysis","score":0.9994999766349792,"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":0.9994999766349792,"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/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":9.999999747378752e-05,"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"}},{"id":"https://openalex.org/T10217","display_name":"Cardiac electrophysiology and arrhythmias","score":0.0,"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/ecg-denoising","display_name":"ECG denoising","score":0.8889999985694885},{"id":"https://openalex.org/keywords/motion-artifact-removal","display_name":"motion artifact removal","score":0.9860000014305115},{"id":"https://openalex.org/keywords/wearable-ecg","display_name":"wearable ECG","score":0.7480000257492065},{"id":"https://openalex.org/keywords/ambulatory-monitoring","display_name":"ambulatory monitoring","score":0.6179999709129333},{"id":"https://openalex.org/keywords/multiscale-feature-extraction","display_name":"multi-scale feature extraction","score":0.7919999957084656},{"id":"https://openalex.org/keywords/dynamic-feature-fusion","display_name":"dynamic feature fusion","score":0.5929999947547913},{"id":"https://openalex.org/keywords/mit-bih","display_name":"MIT-BIH","score":0.7350000143051147}],"concepts":[{"id":"https://openalex.org/C197424946","wikidata":"https://www.wikidata.org/wiki/Q1165717","display_name":"Waveform","level":3,"score":0.7922000288963318},{"id":"https://openalex.org/C2779010991","wikidata":"https://www.wikidata.org/wiki/Q2720909","display_name":"Artifact (error)","level":2,"score":0.682200014591217},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6299999952316284},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.5713000297546387},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5667999982833862},{"id":"https://openalex.org/C111773187","wikidata":"https://www.wikidata.org/wiki/Q1969239","display_name":"QRS complex","level":2,"score":0.516700029373169},{"id":"https://openalex.org/C163294075","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Noise reduction","level":2,"score":0.5123999714851379},{"id":"https://openalex.org/C126780896","wikidata":"https://www.wikidata.org/wiki/Q899871","display_name":"Distortion (music)","level":4,"score":0.47110000252723694},{"id":"https://openalex.org/C22679943","wikidata":"https://www.wikidata.org/wiki/Q159375","display_name":"Standard deviation","level":2,"score":0.4544999897480011},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.44850000739097595},{"id":"https://openalex.org/C194544171","wikidata":"https://www.wikidata.org/wiki/Q21105679","display_name":"Gating","level":2,"score":0.444599986076355},{"id":"https://openalex.org/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.4390999972820282},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.4284999966621399},{"id":"https://openalex.org/C71907059","wikidata":"https://www.wikidata.org/wiki/Q223323","display_name":"Root mean square","level":2,"score":0.39329999685287476},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.3725000023841858},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.36410000920295715},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.34540000557899475},{"id":"https://openalex.org/C13944312","wikidata":"https://www.wikidata.org/wiki/Q7512748","display_name":"Signal-to-noise ratio (imaging)","level":2,"score":0.3409000039100647},{"id":"https://openalex.org/C2780092901","wikidata":"https://www.wikidata.org/wiki/Q3433612","display_name":"Correlation coefficient","level":2,"score":0.3346000015735626},{"id":"https://openalex.org/C29265498","wikidata":"https://www.wikidata.org/wiki/Q7047719","display_name":"Noise measurement","level":3,"score":0.3052999973297119},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3018999993801117},{"id":"https://openalex.org/C175079658","wikidata":"https://www.wikidata.org/wiki/Q7312165","display_name":"Remote patient monitoring","level":2,"score":0.29829999804496765},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.29330000281333923},{"id":"https://openalex.org/C10161872","wikidata":"https://www.wikidata.org/wiki/Q557891","display_name":"Motion estimation","level":2,"score":0.27489998936653137},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.2581999897956848}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3389/frsip.2026.1945432","doi":"https://doi.org/10.3389/frsip.2026.1945432","is_oa":true,"landing_page_url":"https://doi.org/10.3389/frsip.2026.1945432","pdf_url":"https://www.frontiersin.org/journals/signal-processing/articles/10.3389/frsip.2026.1945432/pdf","source":{"id":"https://openalex.org/S4210195221","display_name":"Frontiers in Signal Processing","issn_l":"2673-8198","issn":["2673-8198"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Signal Processing","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.3389/frsip.2026.1945432","doi":"https://doi.org/10.3389/frsip.2026.1945432","is_oa":true,"landing_page_url":"https://doi.org/10.3389/frsip.2026.1945432","pdf_url":"https://www.frontiersin.org/journals/signal-processing/articles/10.3389/frsip.2026.1945432/pdf","source":{"id":"https://openalex.org/S4210195221","display_name":"Frontiers in Signal Processing","issn_l":"2673-8198","issn":["2673-8198"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Signal Processing","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.5683000087738037,"display_name":"Good health and well-being"}],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320326650","display_name":"Anhui Provincial Department of Science and Technology","ror":"https://ror.org/01e70gy59"},{"id":"https://openalex.org/F4320329926","display_name":"National Health Commission of the People's Republic of China","ror":"https://ror.org/04bdenw41"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7225238844.pdf","grobid_xml":"https://content.openalex.org/works/W7225238844.grobid-xml"},"referenced_works_count":32,"referenced_works":["https://openalex.org/W1892542784","https://openalex.org/W2095409369","https://openalex.org/W2162800060","https://openalex.org/W2339945071","https://openalex.org/W2626778328","https://openalex.org/W3036167779","https://openalex.org/W3046156391","https://openalex.org/W3204463990","https://openalex.org/W3217261033","https://openalex.org/W4205275016","https://openalex.org/W4287219705","https://openalex.org/W4292122085","https://openalex.org/W4387421727","https://openalex.org/W4391020277","https://openalex.org/W4391974619","https://openalex.org/W4393339643","https://openalex.org/W4394585783","https://openalex.org/W4400571890","https://openalex.org/W4405847588","https://openalex.org/W4406932231","https://openalex.org/W4407243537","https://openalex.org/W4407690757","https://openalex.org/W4407852437","https://openalex.org/W4408092217","https://openalex.org/W4408321434","https://openalex.org/W4410480507","https://openalex.org/W4410516324","https://openalex.org/W4410886877","https://openalex.org/W4412939707","https://openalex.org/W4414602846","https://openalex.org/W6940973070","https://openalex.org/W7140297814"],"related_works":["https://openalex.org/W3096809883","https://openalex.org/W7166544696","https://openalex.org/W4380630205","https://openalex.org/W2578427603","https://openalex.org/W7214149507","https://openalex.org/W4414602846","https://openalex.org/W4396628278","https://openalex.org/W4393970342","https://openalex.org/W4285113479","https://openalex.org/W4407690757"],"abstract_inverted_index":{"Wearable":[0],"electrocardiography":[1],"(ECG)":[2],"has":[3],"significant":[4],"clinical":[5,79],"value":[6],"in":[7,102,129],"ambulatory":[8,104],"monitoring.":[9,106],"However,":[10],"motion":[11,100,229,253],"artifacts":[12,101],"during":[13],"daily":[14],"activities":[15],"frequently":[16],"distort":[17],"faint":[18],"P/T":[19,94,170],"waves,":[20],"compromising":[21],"diagnostic":[22,95],"interpretation.":[23],"Meanwhile,":[24],"single-branch":[25],"or":[26],"static":[27,245],"fusion":[28,134],"U-Net-based":[29],"networks":[30],"struggle":[31],"to":[32,92,124,147,218],"balance":[33],"effective":[34],"noise":[35,196],"suppression":[36],"with":[37,113,221],"waveform":[38,75,96,154],"integrity.":[39],"Existing":[40],"denoising":[41,72],"methods":[42],"primarily":[43],"optimize":[44],"global":[45],"metrics":[46,174],"such":[47],"as":[48],"signal-to-noise":[49],"ratio":[50],"improvement":[51],"(":[52,165,175],"S":[53,202],"N":[54,203],"R":[55,180,204],"i":[56,205],"m":[57,206],"p":[58,207],"),":[59,182],"percentage":[60],"root-mean-square":[61],"difference":[62],"(PRD),":[63],"and":[64,76,120,131,169,211],"root":[65],"mean":[66],"square":[67],"error":[68],"(RMSE),":[69],"overlooking":[70],"that":[71,141,235],"distorts":[73],"P-QRS-T":[74,160],"thus":[77],"affects":[78],"diagnosis.":[80],"This":[81],"paper":[82],"presents":[83],"FG-DPUNet":[84,198],"(Feature-aware":[85],"Gating":[86],"Dual-Path":[87],"U-Net),":[88],"a":[89,137,184],"framework":[90,108],"tailored":[91],"address":[93],"distortion":[97],"induced":[98],"by":[99,208,241],"wearable":[103],"ECG":[105,127],"The":[107],"employs":[109],"heterogeneous":[110],"dual":[111],"branches":[112],"kernel":[114],"sizes":[115],"of":[116],"k":[117,121],"=":[118,122],"7":[119],"21":[123],"extract":[125],"multi-scale":[126],"features":[128,146],"parallel,":[130],"adaptively":[132],"adjusts":[133],"weights":[135],"via":[136],"dynamic":[138],"gating":[139],"mechanism":[140],"operates":[142],"on":[143],"shared":[144],"shallow":[145],"produce":[148],"temporal":[149],"weights.":[150],"To":[151],"quantitatively":[152],"assess":[153],"recovery":[155],"quality,":[156],"we":[157],"introduce":[158],"the":[159,190,200,213,226],"weighted":[161],"correlation":[162],"degradation":[163],"index":[164],"D":[166,239],"w":[167,240],")":[168],"wave":[171],"peak":[172],"deviation":[173],"\u0394":[176,179],"PR":[177],",":[178],"T":[181],"providing":[183],"waveform-aware":[185],"quantitative":[186],"evaluation":[187],"approach.":[188],"On":[189,225],"MIT-BIH":[191],"dataset":[192],"under":[193,252],"standard":[194],"additive":[195],"testing,":[197],"improves":[199,238],"average":[201,214],"5.94":[209],"dB":[210],"reduces":[212],"PRD":[215],"from":[216],"63.87%":[217],"10.07%":[219],"compared":[220],"state-of-the-art":[222],"(SOTA)":[223],"methods.":[224],"BUT":[227],"real-world":[228],"artifact":[230],"dataset,":[231],"cross-subject":[232],"experiments":[233],"demonstrate":[234],"our":[236],"model":[237],"approximately":[242],"16%":[243],"over":[244],"dual-branch":[246],"structures,":[247],"demonstrating":[248],"improved":[249],"morphological":[250],"preservation":[251],"artifacts.":[254]},"counts_by_year":[],"updated_date":"2026-11-06T12:05:46.655746","created_date":"2026-11-05T00:00:00"}