{"id":"https://openalex.org/W4401928849","doi":"https://doi.org/10.1016/j.neuroimage.2024.120812","title":"SiMix: A domain generalization method for cross-site brain MRI harmonization via site mixing","display_name":"SiMix: A domain generalization method for cross-site brain MRI harmonization via site mixing","publication_year":2024,"publication_date":"2024-08-27","ids":{"openalex":"https://openalex.org/W4401928849","doi":"https://doi.org/10.1016/j.neuroimage.2024.120812","pmid":"https://pubmed.ncbi.nlm.nih.gov/39197559"},"language":"en","primary_location":{"id":"doi:10.1016/j.neuroimage.2024.120812","doi":"https://doi.org/10.1016/j.neuroimage.2024.120812","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.neuroimage.2024.120812","pdf_url":null,"source":{"id":"https://openalex.org/S103225281","display_name":"NeuroImage","issn_l":"1053-8119","issn":["1053-8119","1095-9572"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","dongbi-a","doyens","jufo-3","ki-jl-1","medline","norway-2","oarl","poland-140","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"NeuroImage","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1016/j.neuroimage.2024.120812","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5055783341","display_name":"Chundan Xu","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chundan Xu","raw_affiliation_strings":["School of Integrated Circuits and Electronics, Beijing Institute of Technology, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Integrated Circuits and Electronics, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100428168","display_name":"Jie Li","orcid":"https://orcid.org/0000-0001-7163-3778","observed_orcids":["https://orcid.org/0000-0001-7163-3778"]},"institutions":[{"id":"https://openalex.org/I4210153550","display_name":"Beijing Tsinghua Chang Gung Hospital","ror":"https://ror.org/050nfgr37","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210153550"]},{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Li","raw_affiliation_strings":["Department of Radiology, Beijing Tsinghua Changgung Hospital, School of Clinical Medicine, Tsinghua University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, Beijing Tsinghua Changgung Hospital, School of Clinical Medicine, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I4210153550","https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051260800","display_name":"Yakui Wang","orcid":"https://orcid.org/0000-0003-0939-4387","observed_orcids":["https://orcid.org/0000-0003-0939-4387"]},"institutions":[{"id":"https://openalex.org/I4210153550","display_name":"Beijing Tsinghua Chang Gung Hospital","ror":"https://ror.org/050nfgr37","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210153550"]},{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yakui Wang","raw_affiliation_strings":["Department of Radiology, Beijing Tsinghua Changgung Hospital, School of Clinical Medicine, Tsinghua University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-0939-4387","affiliations":[{"raw_affiliation_string":"Department of Radiology, Beijing Tsinghua Changgung Hospital, School of Clinical Medicine, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I4210153550","https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101604717","display_name":"Lixue Wang","orcid":"https://orcid.org/0000-0002-0539-557X","observed_orcids":["https://orcid.org/0000-0002-0539-557X"]},"institutions":[{"id":"https://openalex.org/I4210153550","display_name":"Beijing Tsinghua Chang Gung Hospital","ror":"https://ror.org/050nfgr37","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210153550"]},{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lixue Wang","raw_affiliation_strings":["Department of Radiology, Beijing Tsinghua Changgung Hospital, School of Clinical Medicine, Tsinghua University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-0539-557X","affiliations":[{"raw_affiliation_string":"Department of Radiology, Beijing Tsinghua Changgung Hospital, School of Clinical Medicine, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I4210153550","https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100647387","display_name":"Yizhe Wang","orcid":"https://orcid.org/0000-0002-6892-6729","observed_orcids":["https://orcid.org/0000-0002-6892-6729"]},"institutions":[{"id":"https://openalex.org/I4210153550","display_name":"Beijing Tsinghua Chang Gung Hospital","ror":"https://ror.org/050nfgr37","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210153550"]},{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yizhe Wang","raw_affiliation_strings":["Department of Radiology, Beijing Tsinghua Changgung Hospital, School of Clinical Medicine, Tsinghua University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-6892-6729","affiliations":[{"raw_affiliation_string":"Department of Radiology, Beijing Tsinghua Changgung Hospital, School of Clinical Medicine, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I4210153550","https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101742243","display_name":"Xiaofeng Zhang","orcid":"https://orcid.org/0000-0003-2738-3286","observed_orcids":["https://orcid.org/0000-0003-2738-3286","https://orcid.org/0000-0002-5828-2966"]},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaofeng Zhang","raw_affiliation_strings":["School of Information and Electronics, Beijing Institute of Technology, Zhuhai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information and Electronics, Beijing Institute of Technology, Zhuhai, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100675201","display_name":"Weiqi Liu","orcid":"https://orcid.org/0000-0001-5602-7841","observed_orcids":["https://orcid.org/0000-0001-5602-7841"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Weiqi Liu","raw_affiliation_strings":["Sophmind Technology (Beijing) Co., Ltd., Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sophmind Technology (Beijing) Co., Ltd., Beijing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008127843","display_name":"Jingang Chen","orcid":"https://orcid.org/0009-0008-0168-2089","observed_orcids":["https://orcid.org/0009-0008-0168-2089","https://orcid.org/0009-0008-3646-9915","https://orcid.org/0000-0001-7845-1782"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jingang Chen","raw_affiliation_strings":["Sophmind Technology (Beijing) Co., Ltd., Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sophmind Technology (Beijing) Co., Ltd., Beijing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018765748","display_name":"Aleksandra S. Vatian","orcid":"https://orcid.org/0000-0002-5483-716X","observed_orcids":["https://orcid.org/0000-0002-5483-716X"]},"institutions":[{"id":"https://openalex.org/I173089394","display_name":"ITMO University","ror":"https://ror.org/04txgxn49","country_code":"RU","type":"education","lineage":["https://openalex.org/I173089394"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Aleksandra Vatian","raw_affiliation_strings":["Faculty of Infocommunicational Technologies, ITMO University, St. Petersburg, Russia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Infocommunicational Technologies, ITMO University, St. Petersburg, Russia","institution_ids":["https://openalex.org/I173089394"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085918371","display_name":"Natalia Gusarova","orcid":"https://orcid.org/0000-0002-1361-6037","observed_orcids":["https://orcid.org/0000-0002-1361-6037"]},"institutions":[{"id":"https://openalex.org/I173089394","display_name":"ITMO University","ror":"https://ror.org/04txgxn49","country_code":"RU","type":"education","lineage":["https://openalex.org/I173089394"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Natalia Gusarova","raw_affiliation_strings":["Faculty of Infocommunicational Technologies, ITMO University, St. Petersburg, Russia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Infocommunicational Technologies, ITMO University, St. Petersburg, Russia","institution_ids":["https://openalex.org/I173089394"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040190038","display_name":"Chuyang Ye","orcid":"https://orcid.org/0000-0001-5839-1559","observed_orcids":["https://orcid.org/0000-0001-5839-1559"]},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Chuyang Ye","raw_affiliation_strings":["School of Integrated Circuits and Electronics, Beijing Institute of Technology, Beijing, China. Electronic address: chuyang.ye@bit.edu.cn"],"raw_orcid":"https://orcid.org/0000-0001-5839-1559","affiliations":[{"raw_affiliation_string":"School of Integrated Circuits and Electronics, Beijing Institute of Technology, Beijing, China. Electronic address: chuyang.ye@bit.edu.cn","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110723447","display_name":"Zhuozhao Zheng","orcid":"https://orcid.org/0000-0001-8547-6670","observed_orcids":["https://orcid.org/0000-0001-8547-6670","https://orcid.org/0000-0002-7908-7553"]},"institutions":[{"id":"https://openalex.org/I4210153550","display_name":"Beijing Tsinghua Chang Gung Hospital","ror":"https://ror.org/050nfgr37","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210153550"]},{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhuozhao Zheng","raw_affiliation_strings":["Department of Radiology, Beijing Tsinghua Changgung Hospital, School of Clinical Medicine, Tsinghua University, Beijing, China. Electronic address: zzza00509@btch.edu.cn"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, Beijing Tsinghua Changgung Hospital, School of Clinical Medicine, Tsinghua University, Beijing, China. Electronic address: zzza00509@btch.edu.cn","institution_ids":["https://openalex.org/I4210153550","https://openalex.org/I99065089"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5040190038","https://openalex.org/A5110723447"],"corresponding_institution_ids":["https://openalex.org/I125839683","https://openalex.org/I4210153550","https://openalex.org/I99065089"],"apc_list":{"value":3450,"currency":"USD","value_usd":3450},"apc_paid":{"value":3450,"currency":"USD","value_usd":3450},"fwci":1.7559,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.82080699,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":98},"biblio":{"volume":"299","issue":null,"first_page":"120812","last_page":"120812"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10378","display_name":"Advanced MRI Techniques and Applications","score":0.8335000276565552,"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":0.8335000276565552,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.09309999644756317,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.04179999977350235,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/domain-generalization","display_name":"domain generalization","score":0.8920000195503235},{"id":"https://openalex.org/keywords/site-mixing","display_name":"site mixing","score":0.9620000123977661},{"id":"https://openalex.org/keywords/training-data-diversity","display_name":"training data diversity","score":0.5569999814033508}],"concepts":[{"id":"https://openalex.org/C2779962950","wikidata":"https://www.wikidata.org/wiki/Q5659376","display_name":"Harmonization","level":2,"score":0.8032568693161011},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6721255779266357},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6450205445289612},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.5805257558822632},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4741213619709015},{"id":"https://openalex.org/C2777267654","wikidata":"https://www.wikidata.org/wiki/Q3519023","display_name":"Test (biology)","level":2,"score":0.4519321024417877},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4436423182487488},{"id":"https://openalex.org/C166704113","wikidata":"https://www.wikidata.org/wiki/Q861092","display_name":"Image registration","level":3,"score":0.42437028884887695},{"id":"https://openalex.org/C55020928","wikidata":"https://www.wikidata.org/wiki/Q3813865","display_name":"Image quality","level":3,"score":0.4222729206085205},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.41413068771362305},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4107433557510376},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.40913134813308716},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3416517972946167},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.33713406324386597},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.13342997431755066},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1321786642074585},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.11578044295310974},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"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":true},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000592","qualifier_name":"standards","is_major_topic":true},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000592","qualifier_name":"standards","is_major_topic":true},{"descriptor_ui":"D059906","descriptor_name":"Neuroimaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D059906","descriptor_name":"Neuroimaging","qualifier_ui":"Q000592","qualifier_name":"standards","is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1016/j.neuroimage.2024.120812","doi":"https://doi.org/10.1016/j.neuroimage.2024.120812","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.neuroimage.2024.120812","pdf_url":null,"source":{"id":"https://openalex.org/S103225281","display_name":"NeuroImage","issn_l":"1053-8119","issn":["1053-8119","1095-9572"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","dongbi-a","doyens","jufo-3","ki-jl-1","medline","norway-2","oarl","poland-140","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"NeuroImage","raw_type":"journal-article"},{"id":"pmid:39197559","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39197559","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,"listed_in":[],"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":"NeuroImage","raw_type":"Journal Article"},{"id":"pmh:oai:doaj.org/article:5cd4be14be104ba1ba394c18625ebea1","doi":null,"is_oa":false,"landing_page_url":"https://doaj.org/article/5cd4be14be104ba1ba394c18625ebea1","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"NeuroImage, Vol 299, Iss , Pp 120812- (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1016/j.neuroimage.2024.120812","doi":"https://doi.org/10.1016/j.neuroimage.2024.120812","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.neuroimage.2024.120812","pdf_url":null,"source":{"id":"https://openalex.org/S103225281","display_name":"NeuroImage","issn_l":"1053-8119","issn":["1053-8119","1095-9572"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","dongbi-a","doyens","jufo-3","ki-jl-1","medline","norway-2","oarl","poland-140","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"NeuroImage","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W1670132599","https://openalex.org/W1794421049","https://openalex.org/W1901129140","https://openalex.org/W1970706614","https://openalex.org/W2017244551","https://openalex.org/W2019836674","https://openalex.org/W2107665951","https://openalex.org/W2126151240","https://openalex.org/W2133665775","https://openalex.org/W2135768729","https://openalex.org/W2136573752","https://openalex.org/W2154158661","https://openalex.org/W2166219471","https://openalex.org/W2187089797","https://openalex.org/W2786051876","https://openalex.org/W2903804687","https://openalex.org/W2946726317","https://openalex.org/W2950030754","https://openalex.org/W2950086191","https://openalex.org/W2950845927","https://openalex.org/W2961602927","https://openalex.org/W2962793481","https://openalex.org/W2993515580","https://openalex.org/W2998508940","https://openalex.org/W3003864320","https://openalex.org/W3033878890","https://openalex.org/W3049437176","https://openalex.org/W3112486745","https://openalex.org/W3124626396","https://openalex.org/W3176466780","https://openalex.org/W3197863729","https://openalex.org/W3198337740","https://openalex.org/W3199619903","https://openalex.org/W3204364267","https://openalex.org/W3204689852","https://openalex.org/W4214611271","https://openalex.org/W4224797805","https://openalex.org/W4241074797","https://openalex.org/W4280557501","https://openalex.org/W4294919497","https://openalex.org/W4319062299","https://openalex.org/W4382372079","https://openalex.org/W4385708921","https://openalex.org/W4385814309","https://openalex.org/W4390874357","https://openalex.org/W4390967894","https://openalex.org/W6680096640"],"related_works":["https://openalex.org/W4390616981","https://openalex.org/W4384924424","https://openalex.org/W3204364267","https://openalex.org/W3089660604","https://openalex.org/W7124136929","https://openalex.org/W4415992283","https://openalex.org/W7146999502","https://openalex.org/W7131220784","https://openalex.org/W4404202259","https://openalex.org/W4414314524"],"abstract_inverted_index":{"Brain":[0],"magnetic":[1],"resonance":[2],"imaging":[3,35],"(MRI)":[4],"is":[5,38,58,97,106,111,223,292],"widely":[6],"used":[7],"in":[8,29,80,133],"clinical":[9],"practice":[10],"for":[11,76,140,163,247,287],"disease":[12],"diagnosis.":[13],"However,":[14],"MRI":[15,49,142,269,285],"scans":[16],"acquired":[17,70,157,270],"at":[18,158,212,271],"different":[19,23,190,275],"sites":[20,73,162,191],"can":[21,84],"have":[22],"appearances":[24],"due":[25],"to":[26,40,171,183,189,295],"the":[27,30,64,68,72,95,103,109,121,125,131,168,174,185,196,199,204,207,232,240,244,258,296],"difference":[28],"hardware,":[31],"pulse":[32],"sequence,":[33],"and":[34,56,99,144,238,263,273,290],"parameter.":[36],"It":[37],"important":[39],"reduce":[41],"or":[42],"eliminate":[43],"such":[44],"cross-site":[45],"variations":[46],"with":[47,235],"brain":[48,141,268,284],"harmonization":[50,65,143,241,249,286,297],"so":[51],"that":[52,151,230,266,281],"downstream":[53],"image":[54,218,234],"processing":[55],"analysis":[57],"performed":[59,255],"consistently.":[60],"Previous":[61],"works":[62],"on":[63,257],"problem":[66],"require":[67],"data":[69,87,101,123,170,176,201],"from":[71,88,102,124,177,219],"of":[74,92,153,198,206,243,298],"interest":[75,93],"model":[77,96,110,164],"training.":[78,165],"But":[79],"real-world":[81],"scenarios":[82],"there":[83],"be":[85],"test":[86,122,175,213,217,233],"a":[89,159,216,227],"new":[90,104,126],"site":[91,105,222],"after":[94],"trained,":[98],"training":[100,169,186,200,209],"unavailable":[107],"when":[108,215],"trained.":[112],"In":[113],"this":[114,134],"case,":[115],"previous":[116],"methods":[117],"cannot":[118],"optimally":[119],"handle":[120],"unseen":[127,178,221,288],"site.":[128],"To":[129,166,251],"address":[130],"problem,":[132],"work":[135],"we":[136,180,225,254],"explore":[137],"domain":[138],"generalization":[139],"propose":[145,182,226],"Site":[146],"Mix":[147],"(SiMix).":[148],"We":[149],"assume":[150],"images":[152,187,246],"travelling":[154],"subjects":[155],"are":[156],"few":[160],"existing":[161,299],"allow":[167],"better":[172],"represent":[173],"sites,":[179,276,289],"first":[181],"mix":[184],"belonging":[188],"stochastically,":[192],"which":[193],"substantially":[194],"increases":[195],"diversity":[197],"while":[202],"preserving":[203],"authenticity":[205,237],"mixed":[208],"images.":[210],"Second,":[211],"time,":[214],"an":[220],"given,":[224],"multiview":[228],"strategy":[229],"perturbs":[231],"preserved":[236],"ensembles":[239],"results":[242,279],"perturbed":[245],"improved":[248],"quality.":[250],"validate":[252],"SiMix,":[253],"experiments":[256],"publicly":[259],"available":[260],"SRPBS":[261],"dataset":[262,265],"MUSHAC":[264],"comprised":[267],"nine":[272],"two":[274],"respectively.":[277],"The":[278],"indicate":[280],"SiMix":[282],"improves":[283],"it":[291],"also":[293],"beneficial":[294],"sites.":[300]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2024-08-28T00:00:00"}
