{"id":"https://openalex.org/W4410297659","doi":"https://doi.org/10.1109/isbi60581.2025.10980691","title":"MoAR-Diff: Controlled Diffusion Model for Infant Brain MR Motion Artifact Reduction","display_name":"MoAR-Diff: Controlled Diffusion Model for Infant Brain MR Motion Artifact Reduction","publication_year":2025,"publication_date":"2025-04-14","ids":{"openalex":"https://openalex.org/W4410297659","doi":"https://doi.org/10.1109/isbi60581.2025.10980691"},"language":"en","primary_location":{"id":"doi:10.1109/isbi60581.2025.10980691","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi60581.2025.10980691","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE 22nd International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5037421152","display_name":"Haowen Deng","orcid":"https://orcid.org/0000-0001-6199-8212"},"institutions":[{"id":"https://openalex.org/I30809798","display_name":"ShanghaiTech University","ror":"https://ror.org/030bhh786","country_code":"CN","type":"education","lineage":["https://openalex.org/I30809798"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Haowen Deng","raw_affiliation_strings":["School of Biomedical Engineering, ShanghaiTech University,Shanghai,China,201210"],"affiliations":[{"raw_affiliation_string":"School of Biomedical Engineering, ShanghaiTech University,Shanghai,China,201210","institution_ids":["https://openalex.org/I30809798"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101190196","display_name":"Zihao Zhu","orcid":"https://orcid.org/0009-0004-1063-387X"},"institutions":[{"id":"https://openalex.org/I30809798","display_name":"ShanghaiTech University","ror":"https://ror.org/030bhh786","country_code":"CN","type":"education","lineage":["https://openalex.org/I30809798"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zihao Zhu","raw_affiliation_strings":["School of Biomedical Engineering, ShanghaiTech University,Shanghai,China,201210"],"affiliations":[{"raw_affiliation_string":"School of Biomedical Engineering, ShanghaiTech University,Shanghai,China,201210","institution_ids":["https://openalex.org/I30809798"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102835848","display_name":"Kaidong Wang","orcid":"https://orcid.org/0000-0001-9900-1537"},"institutions":[{"id":"https://openalex.org/I30809798","display_name":"ShanghaiTech University","ror":"https://ror.org/030bhh786","country_code":"CN","type":"education","lineage":["https://openalex.org/I30809798"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kaidong Wang","raw_affiliation_strings":["School of Biomedical Engineering, ShanghaiTech University,Shanghai,China,201210"],"affiliations":[{"raw_affiliation_string":"School of Biomedical Engineering, ShanghaiTech University,Shanghai,China,201210","institution_ids":["https://openalex.org/I30809798"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101702877","display_name":"Xinyi Cai","orcid":"https://orcid.org/0000-0002-4444-4231"},"institutions":[{"id":"https://openalex.org/I30809798","display_name":"ShanghaiTech University","ror":"https://ror.org/030bhh786","country_code":"CN","type":"education","lineage":["https://openalex.org/I30809798"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinyi Cai","raw_affiliation_strings":["School of Biomedical Engineering, ShanghaiTech University,Shanghai,China,201210"],"affiliations":[{"raw_affiliation_string":"School of Biomedical Engineering, ShanghaiTech University,Shanghai,China,201210","institution_ids":["https://openalex.org/I30809798"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088317619","display_name":"Yitian Tao","orcid":"https://orcid.org/0000-0002-1973-5360"},"institutions":[{"id":"https://openalex.org/I30809798","display_name":"ShanghaiTech University","ror":"https://ror.org/030bhh786","country_code":"CN","type":"education","lineage":["https://openalex.org/I30809798"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yitian Tao","raw_affiliation_strings":["School of Biomedical Engineering, ShanghaiTech University,Shanghai,China,201210"],"affiliations":[{"raw_affiliation_string":"School of Biomedical Engineering, ShanghaiTech University,Shanghai,China,201210","institution_ids":["https://openalex.org/I30809798"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082373057","display_name":"Haifeng Tang","orcid":null},"institutions":[{"id":"https://openalex.org/I30809798","display_name":"ShanghaiTech University","ror":"https://ror.org/030bhh786","country_code":"CN","type":"education","lineage":["https://openalex.org/I30809798"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haifeng Tang","raw_affiliation_strings":["School of Biomedical Engineering, ShanghaiTech University,Shanghai,China,201210"],"affiliations":[{"raw_affiliation_string":"School of Biomedical Engineering, ShanghaiTech University,Shanghai,China,201210","institution_ids":["https://openalex.org/I30809798"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004888612","display_name":"Zi\u2010Jian Lan","orcid":"https://orcid.org/0000-0002-5904-6834"},"institutions":[{"id":"https://openalex.org/I4210162545","display_name":"Children\u2019s Hospital of Fudan University Xiamen Branch","ror":"https://ror.org/05wg75z42","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210162545"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zuozhen Lan","raw_affiliation_strings":["Xiamen Children&#x0027;s Hospital, Children&#x0027;s Hospital of Fudan University at Xiamen,Department of Radiology,Xiamen,Fujian,China,361006"],"affiliations":[{"raw_affiliation_string":"Xiamen Children&#x0027;s Hospital, Children&#x0027;s Hospital of Fudan University at Xiamen,Department of Radiology,Xiamen,Fujian,China,361006","institution_ids":["https://openalex.org/I4210162545"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100351772","display_name":"Lin Zhang","orcid":"https://orcid.org/0000-0001-5151-9273"},"institutions":[{"id":"https://openalex.org/I4210162545","display_name":"Children\u2019s Hospital of Fudan University Xiamen Branch","ror":"https://ror.org/05wg75z42","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210162545"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lin Zhang","raw_affiliation_strings":["Xiamen Children&#x0027;s Hospital, Children&#x0027;s Hospital of Fudan University at Xiamen,Department of Radiology,Xiamen,Fujian,China,361006"],"affiliations":[{"raw_affiliation_string":"Xiamen Children&#x0027;s Hospital, Children&#x0027;s Hospital of Fudan University at Xiamen,Department of Radiology,Xiamen,Fujian,China,361006","institution_ids":["https://openalex.org/I4210162545"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102414462","display_name":"Mingwen Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210162545","display_name":"Children\u2019s Hospital of Fudan University Xiamen Branch","ror":"https://ror.org/05wg75z42","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210162545"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingwen Yang","raw_affiliation_strings":["Xiamen Children&#x0027;s Hospital, Children&#x0027;s Hospital of Fudan University at Xiamen,Department of Radiology,Xiamen,Fujian,China,361006"],"affiliations":[{"raw_affiliation_string":"Xiamen Children&#x0027;s Hospital, Children&#x0027;s Hospital of Fudan University at Xiamen,Department of Radiology,Xiamen,Fujian,China,361006","institution_ids":["https://openalex.org/I4210162545"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072061860","display_name":"Jungang Liu","orcid":"https://orcid.org/0009-0007-6506-379X"},"institutions":[{"id":"https://openalex.org/I4210162545","display_name":"Children\u2019s Hospital of Fudan University Xiamen Branch","ror":"https://ror.org/05wg75z42","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210162545"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jungang Liu","raw_affiliation_strings":["Xiamen Children&#x0027;s Hospital, Children&#x0027;s Hospital of Fudan University at Xiamen,Department of Radiology,Xiamen,Fujian,China,361006"],"affiliations":[{"raw_affiliation_string":"Xiamen Children&#x0027;s Hospital, Children&#x0027;s Hospital of Fudan University at Xiamen,Department of Radiology,Xiamen,Fujian,China,361006","institution_ids":["https://openalex.org/I4210162545"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077102096","display_name":"Jiayu Zhu","orcid":"https://orcid.org/0009-0001-3552-3755"},"institutions":[{"id":"https://openalex.org/I4210135459","display_name":"United Imaging Healthcare (China)","ror":"https://ror.org/03qqw3m37","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210135459"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiayu Zhu","raw_affiliation_strings":["Central Research Institute,United Imaging Healthcare Group,Shanghai,China,201815"],"affiliations":[{"raw_affiliation_string":"Central Research Institute,United Imaging Healthcare Group,Shanghai,China,201815","institution_ids":["https://openalex.org/I4210135459"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100399257","display_name":"Han Zhang","orcid":"https://orcid.org/0000-0001-7072-2189"},"institutions":[{"id":"https://openalex.org/I30809798","display_name":"ShanghaiTech University","ror":"https://ror.org/030bhh786","country_code":"CN","type":"education","lineage":["https://openalex.org/I30809798"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Han Zhang","raw_affiliation_strings":["School of Biomedical Engineering, ShanghaiTech University,Shanghai,China,201210"],"affiliations":[{"raw_affiliation_string":"School of Biomedical Engineering, ShanghaiTech University,Shanghai,China,201210","institution_ids":["https://openalex.org/I30809798"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":12,"corresponding_author_ids":["https://openalex.org/A5037421152"],"corresponding_institution_ids":["https://openalex.org/I30809798"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.184952,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10378","display_name":"Advanced MRI Techniques and Applications","score":0.9955000281333923,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10378","display_name":"Advanced MRI Techniques and Applications","score":0.9955000281333923,"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/T11304","display_name":"Advanced Neuroimaging Techniques and Applications","score":0.9785000085830688,"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/T11993","display_name":"Atomic and Subatomic Physics Research","score":0.9685999751091003,"subfield":{"id":"https://openalex.org/subfields/3107","display_name":"Atomic and Molecular Physics, and Optics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/artifact","display_name":"Artifact (error)","score":0.831301212310791},{"id":"https://openalex.org/keywords/diffusion","display_name":"Diffusion","score":0.5866042375564575},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5823999047279358},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.5789675712585449},{"id":"https://openalex.org/keywords/motion","display_name":"Motion (physics)","score":0.4921349883079529},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4722917675971985},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.43816250562667847},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.20996138453483582},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12948846817016602}],"concepts":[{"id":"https://openalex.org/C2779010991","wikidata":"https://www.wikidata.org/wiki/Q2720909","display_name":"Artifact (error)","level":2,"score":0.831301212310791},{"id":"https://openalex.org/C69357855","wikidata":"https://www.wikidata.org/wiki/Q163214","display_name":"Diffusion","level":2,"score":0.5866042375564575},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5823999047279358},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.5789675712585449},{"id":"https://openalex.org/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.4921349883079529},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4722917675971985},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.43816250562667847},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.20996138453483582},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12948846817016602},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isbi60581.2025.10980691","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi60581.2025.10980691","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE 22nd International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4939581735","display_name":null,"funder_award_id":"62203355","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W2793631099","https://openalex.org/W2979917388","https://openalex.org/W3155072588","https://openalex.org/W4390357614","https://openalex.org/W4390873054","https://openalex.org/W6783713337","https://openalex.org/W6809940947"],"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/W4308623176","https://openalex.org/W4230676417","https://openalex.org/W2019696434","https://openalex.org/W2358078963"],"abstract_inverted_index":{"Brain":[0],"Magnetic":[1],"Resonance":[2],"Imaging":[3],"(MRI)":[4],"provides":[5],"high-resolution":[6],"structural":[7,111],"details":[8],"for":[9,139],"neuroscience":[10],"studies":[11],"but":[12],"is":[13,46],"often":[14,47],"affected":[15],"by":[16,49,120],"motion":[17,42,78],"artifacts,":[18,79],"especially":[19],"in":[20],"children.":[21],"These":[22],"artifacts":[23,43,107],"substantially":[24],"compromise":[25],"the":[26,30,50,90,110,116,129,132,148,153,160],"imaging":[27],"quality":[28],"and":[29,80,100,113,150,166],"wider":[31],"utility":[32],"of":[33,37,52,86,115,152,162],"MRI.":[34],"The":[35],"efficacy":[36],"existing":[38],"deep":[39],"learning-based":[40],"head":[41,77],"eliminating":[44],"approaches":[45],"curtailed":[48],"scarcity":[51],"paired":[53,87],"data.":[54,88],"To":[55],"address":[56],"this,":[57],"we":[58,93],"propose":[59],"a":[60,83,95,101,125],"novel":[61],"Motion":[62],"Artifact":[63],"Reduction":[64],"Diffusion":[65],"model":[66,69,130,154],"(MoAR-Diff).":[67],"Our":[68],"allows":[70],"to":[71,105,134],"be":[72],"pretrained":[73,126],"on":[74],"images":[75],"without":[76],"fine-tuned":[81],"using":[82],"smaller":[84],"set":[85],"In":[89],"inference":[91],"phase,":[92],"use":[94],"smartly":[96],"designed":[97],"denoising":[98],"strategy":[99],"frequency-domain":[102],"consistency":[103],"constraint":[104],"reduce":[106],"while":[108],"preserving":[109],"integrity":[112],"fidelity":[114],"denoised":[117],"images.":[118],"Additionally,":[119],"incorporating":[121],"age":[122,157],"features":[123],"from":[124,141],"text":[127],"encoder,":[128],"has":[131],"flexibility":[133],"handle":[135],"rapidly":[136],"developing":[137],"brain":[138],"infants":[140],"0\u20136":[142],"years":[143],"old.":[144],"This":[145],"approach":[146],"ensures":[147],"accuracy":[149],"robustness":[151],"across":[155],"different":[156],"groups,":[158],"surpassing":[159],"performance":[161],"both":[163],"popular":[164],"unsupervised":[165],"supervised":[167],"methods.":[168]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
