{"id":"https://openalex.org/W4377194603","doi":"https://doi.org/10.1016/j.neuroimage.2023.120181","title":"msQSM: Morphology-based self-supervised deep learning for quantitative susceptibility mapping","display_name":"msQSM: Morphology-based self-supervised deep learning for quantitative susceptibility mapping","publication_year":2023,"publication_date":"2023-05-21","ids":{"openalex":"https://openalex.org/W4377194603","doi":"https://doi.org/10.1016/j.neuroimage.2023.120181","pmid":"https://pubmed.ncbi.nlm.nih.gov/37220799"},"language":"en","primary_location":{"id":"doi:10.1016/j.neuroimage.2023.120181","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.neuroimage.2023.120181","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,"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-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"NeuroImage","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1016/j.neuroimage.2023.120181","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101400988","display_name":"Junjie He","orcid":"https://orcid.org/0000-0002-8037-2829"},"institutions":[{"id":"https://openalex.org/I178232147","display_name":"Guizhou University","ror":"https://ror.org/02wmsc916","country_code":"CN","type":"education","lineage":["https://openalex.org/I178232147"]},{"id":"https://openalex.org/I4210154454","display_name":"Guizhou Provincial People's Hospital","ror":"https://ror.org/046q1bp69","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210154454"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junjie He","raw_affiliation_strings":["Engineering Research Center of Text Computing & Cognitive Intelligence, Ministry of Education, Key Laboratory of Intelligent Medical Image Analysis and Precise Diagnosis of Guizhou Province, State Key Laboratory of Public Big Data, College of Computer Science and Technology, Guizhou University, No. 2870, Huaxi Avenue South, Guiyang 550025, Guizhou, China; Department of Radiology, International Exemplary Cooperation Base of Precision Imaging for Diagnosis and Treatment, Guizhou Provincial People's Hospital, No. 83, Zhongshan Dong Road, Guiyang, 550002, Guizhou, China","Department of Radiology, International Exemplary Cooperation Base of Precision Imaging for Diagnosis and Treatment, Guizhou Provincial People's Hospital, No. 83, Zhongshan Dong Road, Guiyang, 550002, Guizhou, China","Engineering Research Center of Text Computing & Cognitive Intelligence, Ministry of Education, Key Laboratory of Intelligent Medical Image Analysis and Precise Diagnosis of Guizhou Province, State Key Laboratory of Public Big Data, College of Computer Science and Technology, Guizhou University, No. 2870, Huaxi Avenue South, Guiyang 550025, Guizhou, China"],"raw_orcid":"https://orcid.org/0000-0002-8037-2829","affiliations":[{"raw_affiliation_string":"Engineering Research Center of Text Computing & Cognitive Intelligence, Ministry of Education, Key Laboratory of Intelligent Medical Image Analysis and Precise Diagnosis of Guizhou Province, State Key Laboratory of Public Big Data, College of Computer Science and Technology, Guizhou University, No. 2870, Huaxi Avenue South, Guiyang 550025, Guizhou, China; Department of Radiology, International Exemplary Cooperation Base of Precision Imaging for Diagnosis and Treatment, Guizhou Provincial People's Hospital, No. 83, Zhongshan Dong Road, Guiyang, 550002, Guizhou, China","institution_ids":["https://openalex.org/I178232147"]},{"raw_affiliation_string":"Department of Radiology, International Exemplary Cooperation Base of Precision Imaging for Diagnosis and Treatment, Guizhou Provincial People's Hospital, No. 83, Zhongshan Dong Road, Guiyang, 550002, Guizhou, China","institution_ids":["https://openalex.org/I4210154454"]},{"raw_affiliation_string":"Engineering Research Center of Text Computing & Cognitive Intelligence, Ministry of Education, Key Laboratory of Intelligent Medical Image Analysis and Precise Diagnosis of Guizhou Province, State Key Laboratory of Public Big Data, College of Computer Science and Technology, Guizhou University, No. 2870, Huaxi Avenue South, Guiyang 550025, Guizhou, China","institution_ids":["https://openalex.org/I178232147"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026796053","display_name":"Yunsong Peng","orcid":null},"institutions":[{"id":"https://openalex.org/I4210154454","display_name":"Guizhou Provincial People's Hospital","ror":"https://ror.org/046q1bp69","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210154454"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunsong Peng","raw_affiliation_strings":["Department of Radiology, International Exemplary Cooperation Base of Precision Imaging for Diagnosis and Treatment, Guizhou Provincial People's Hospital, No. 83, Zhongshan Dong Road, Guiyang, 550002, Guizhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, International Exemplary Cooperation Base of Precision Imaging for Diagnosis and Treatment, Guizhou Provincial People's Hospital, No. 83, Zhongshan Dong Road, Guiyang, 550002, Guizhou, China","institution_ids":["https://openalex.org/I4210154454"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062306821","display_name":"Bangkang Fu","orcid":"https://orcid.org/0000-0001-7647-3371"},"institutions":[{"id":"https://openalex.org/I4210154454","display_name":"Guizhou Provincial People's Hospital","ror":"https://ror.org/046q1bp69","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210154454"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bangkang Fu","raw_affiliation_strings":["Department of Radiology, International Exemplary Cooperation Base of Precision Imaging for Diagnosis and Treatment, Guizhou Provincial People's Hospital, No. 83, Zhongshan Dong Road, Guiyang, 550002, Guizhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, International Exemplary Cooperation Base of Precision Imaging for Diagnosis and Treatment, Guizhou Provincial People's Hospital, No. 83, Zhongshan Dong Road, Guiyang, 550002, Guizhou, China","institution_ids":["https://openalex.org/I4210154454"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100605235","display_name":"Yuemin Zhu","orcid":"https://orcid.org/0000-0001-6814-1449"},"institutions":[{"id":"https://openalex.org/I100532134","display_name":"Universit\u00e9 Claude Bernard Lyon 1","ror":"https://ror.org/029brtt94","country_code":"FR","type":"education","lineage":["https://openalex.org/I100532134","https://openalex.org/I203339264"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"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/I4210138704","display_name":"Centre de Recherche en Acquisition et Traitement de l'Image pour la Sant\u00e9","ror":"https://ror.org/03smk3872","country_code":"FR","type":"facility","lineage":["https://openalex.org/I100532134","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I154526488","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I4210095849","https://openalex.org/I4210100596","https://openalex.org/I4210105738","https://openalex.org/I4210138704","https://openalex.org/I4210159245","https://openalex.org/I4405259976","https://openalex.org/I48430043"]},{"id":"https://openalex.org/I48430043","display_name":"Institut National des Sciences Appliqu\u00e9es de Lyon","ror":"https://ror.org/050jn9y42","country_code":"FR","type":"education","lineage":["https://openalex.org/I203339264","https://openalex.org/I48430043"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Yuemin Zhu","raw_affiliation_strings":["CREATIS, IRP Metislab, University of Lyon, INSA Lyon, CNRS UMR 5220, Inserm U1294, Lyon, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CREATIS, IRP Metislab, University of Lyon, INSA Lyon, CNRS UMR 5220, Inserm U1294, Lyon, France","institution_ids":["https://openalex.org/I48430043","https://openalex.org/I154526488","https://openalex.org/I4210138704","https://openalex.org/I100532134","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100434967","display_name":"Lihui Wang","orcid":"https://orcid.org/0000-0002-3558-5112"},"institutions":[{"id":"https://openalex.org/I178232147","display_name":"Guizhou University","ror":"https://ror.org/02wmsc916","country_code":"CN","type":"education","lineage":["https://openalex.org/I178232147"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lihui Wang","raw_affiliation_strings":["Engineering Research Center of Text Computing & Cognitive Intelligence, Ministry of Education, Key Laboratory of Intelligent Medical Image Analysis and Precise Diagnosis of Guizhou Province, State Key Laboratory of Public Big Data, College of Computer Science and Technology, Guizhou University, No. 2870, Huaxi Avenue South, Guiyang 550025, Guizhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Engineering Research Center of Text Computing & Cognitive Intelligence, Ministry of Education, Key Laboratory of Intelligent Medical Image Analysis and Precise Diagnosis of Guizhou Province, State Key Laboratory of Public Big Data, College of Computer Science and Technology, Guizhou University, No. 2870, Huaxi Avenue South, Guiyang 550025, Guizhou, China","institution_ids":["https://openalex.org/I178232147"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101973511","display_name":"Rongpin Wang","orcid":"https://orcid.org/0000-0001-7587-4181"},"institutions":[{"id":"https://openalex.org/I4210154454","display_name":"Guizhou Provincial People's Hospital","ror":"https://ror.org/046q1bp69","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210154454"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Rongpin Wang","raw_affiliation_strings":["Department of Radiology, International Exemplary Cooperation Base of Precision Imaging for Diagnosis and Treatment, Guizhou Provincial People's Hospital, No. 83, Zhongshan Dong Road, Guiyang, 550002, Guizhou, China. Electronic address: wangrongpin@126.com","Department of Radiology, International Exemplary Cooperation Base of Precision Imaging for Diagnosis and Treatment, Guizhou Provincial People's Hospital, No. 83, Zhongshan Dong Road, Guiyang, 550002, Guizhou, China"],"raw_orcid":"https://orcid.org/0000-0001-7587-4181","affiliations":[{"raw_affiliation_string":"Department of Radiology, International Exemplary Cooperation Base of Precision Imaging for Diagnosis and Treatment, Guizhou Provincial People's Hospital, No. 83, Zhongshan Dong Road, Guiyang, 550002, Guizhou, China. Electronic address: wangrongpin@126.com","institution_ids":["https://openalex.org/I4210154454"]},{"raw_affiliation_string":"Department of Radiology, International Exemplary Cooperation Base of Precision Imaging for Diagnosis and Treatment, Guizhou Provincial People's Hospital, No. 83, Zhongshan Dong Road, Guiyang, 550002, Guizhou, China","institution_ids":["https://openalex.org/I4210154454"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5101973511"],"corresponding_institution_ids":["https://openalex.org/I4210154454"],"apc_list":{"value":3450,"currency":"USD","value_usd":3450},"apc_paid":{"value":3450,"currency":"USD","value_usd":3450},"fwci":1.4825,"has_fulltext":true,"cited_by_count":10,"citation_normalized_percentile":{"value":0.81965749,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"275","issue":null,"first_page":"120181","last_page":"120181"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10044","display_name":"Protein Structure and Dynamics","score":0.9616000056266785,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10044","display_name":"Protein Structure and Dynamics","score":0.9616000056266785,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T12254","display_name":"Machine Learning in Bioinformatics","score":0.9552000164985657,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9441999793052673,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5703563094139099},{"id":"https://openalex.org/keywords/morphology","display_name":"Morphology (biology)","score":0.5315499305725098},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4727517068386078},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.43761342763900757},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.40037909150123596},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.099703848361969},{"id":"https://openalex.org/keywords/zoology","display_name":"Zoology","score":0.034312546253204346}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5703563094139099},{"id":"https://openalex.org/C499950583","wikidata":"https://www.wikidata.org/wiki/Q183252","display_name":"Morphology (biology)","level":2,"score":0.5315499305725098},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4727517068386078},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.43761342763900757},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.40037909150123596},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.099703848361969},{"id":"https://openalex.org/C90856448","wikidata":"https://www.wikidata.org/wiki/Q431","display_name":"Zoology","level":1,"score":0.034312546253204346}],"mesh":[{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"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":"D000544","descriptor_name":"Alzheimer Disease","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D000544","descriptor_name":"Alzheimer Disease","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D000544","descriptor_name":"Alzheimer Disease","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D001931","descriptor_name":"Brain Mapping","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D001931","descriptor_name":"Brain Mapping","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D001931","descriptor_name":"Brain Mapping","qualifier_ui":"Q000379","qualifier_name":"methods","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":"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":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D010300","descriptor_name":"Parkinson Disease","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D010300","descriptor_name":"Parkinson Disease","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D010300","descriptor_name":"Parkinson Disease","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D019636","descriptor_name":"Neurodegenerative Diseases","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D019636","descriptor_name":"Neurodegenerative Diseases","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D019636","descriptor_name":"Neurodegenerative Diseases","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":4,"locations":[{"id":"doi:10.1016/j.neuroimage.2023.120181","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.neuroimage.2023.120181","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,"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-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"NeuroImage","raw_type":"journal-article"},{"id":"pmid:37220799","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37220799","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":"NeuroImage","raw_type":null},{"id":"pmh:oai:HAL:hal-04212784v1","is_oa":true,"landing_page_url":"https://hal.science/hal-04212784","pdf_url":"https://hal.science/hal-04212784/document","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"NeuroImage, 2023, 275, pp.120181. ⟨10.1016/j.neuroimage.2023.120181⟩","raw_type":"Journal articles"},{"id":"pmh:oai:doaj.org/article:6a2e2c244b524b7f9d10cc807ed69efe","is_oa":true,"landing_page_url":"https://doaj.org/article/6a2e2c244b524b7f9d10cc807ed69efe","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,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"NeuroImage, Vol 275, Iss , Pp 120181- (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1016/j.neuroimage.2023.120181","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.neuroimage.2023.120181","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,"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-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"NeuroImage","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2117472019","display_name":null,"funder_award_id":"QKHZC[2019]2810","funder_id":"https://openalex.org/F4320336617","funder_display_name":"Science and Technology Program of Guizhou Province"},{"id":"https://openalex.org/G4360369706","display_name":null,"funder_award_id":"62161004","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"},{"id":"https://openalex.org/F4320336617","display_name":"Science and Technology Program of Guizhou Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W1841022102","https://openalex.org/W1967922486","https://openalex.org/W1974155908","https://openalex.org/W1993852907","https://openalex.org/W2008602421","https://openalex.org/W2045197265","https://openalex.org/W2071881327","https://openalex.org/W2095705004","https://openalex.org/W2113430372","https://openalex.org/W2125450867","https://openalex.org/W2126681103","https://openalex.org/W2142921985","https://openalex.org/W2150899738","https://openalex.org/W2152374117","https://openalex.org/W2168290350","https://openalex.org/W2194775991","https://openalex.org/W2207064121","https://openalex.org/W2412971699","https://openalex.org/W2741826558","https://openalex.org/W2754370524","https://openalex.org/W2788308142","https://openalex.org/W2791695392","https://openalex.org/W2801629022","https://openalex.org/W2808343669","https://openalex.org/W2891312833","https://openalex.org/W2903413839","https://openalex.org/W2906634945","https://openalex.org/W2908881754","https://openalex.org/W2929714440","https://openalex.org/W3012663063","https://openalex.org/W3091944322","https://openalex.org/W3116759256","https://openalex.org/W3129588995","https://openalex.org/W3132583844","https://openalex.org/W3177540801","https://openalex.org/W3188628968","https://openalex.org/W4213193898","https://openalex.org/W4280550184","https://openalex.org/W4283327905","https://openalex.org/W4293499234","https://openalex.org/W4306179617","https://openalex.org/W6674330103","https://openalex.org/W6781610361","https://openalex.org/W6801384771","https://openalex.org/W6845769869"],"related_works":["https://openalex.org/W2731899572","https://openalex.org/W3215138031","https://openalex.org/W3009238340","https://openalex.org/W4321369474","https://openalex.org/W4360585206","https://openalex.org/W4285208911","https://openalex.org/W3082895349","https://openalex.org/W4213079790","https://openalex.org/W2248239756","https://openalex.org/W4323565446"],"abstract_inverted_index":{"Quantitative":[0],"susceptibility":[1,244,259],"mapping":[2],"(QSM)":[3],"has":[4],"been":[5,35],"applied":[6],"to":[7,37,62,100,114,191,237],"the":[8,14,53,71,102,105,141,150,156,192,198,206],"measurement":[9],"of":[10,17,43,52,95,104,139,149],"iron":[11],"deposition":[12],"and":[13,56,73,110,118,135,175,215,264,277],"auxiliary":[15,270],"diagnosis":[16,272],"neurodegenerative":[18,228],"disease.":[19,279],"There":[20],"still":[21],"exists":[22],"a":[23,60,64,84,96,111,162],"dipole":[24],"inversion":[25],"problem":[26],"in":[27,197,227,241,245,256,260],"QSM":[28,86,98,106,130,211],"reconstruction.":[29],"Recently,":[30],"deep":[31,87,221],"learning":[32,88,222],"approaches":[33,45],"have":[34],"proposed":[36,83,124,207],"resolve":[38],"this":[39],"problem.":[40],"However,":[41],"most":[42],"these":[44],"are":[46],"supervised":[47],"methods":[48],"that":[49,148,205,231],"need":[50],"pairs":[51],"input":[54],"phase":[55],"ground-truth.":[57],"It":[58,93],"remains":[59],"challenge":[61],"train":[63],"model":[65],"for":[66,274],"all":[67],"resolutions":[68],"without":[69],"using":[70,75],"ground-truth":[72],"only":[74],"one":[76],"resolution":[77,129,142],"data.":[78],"To":[79],"address":[80],"this,":[81],"we":[82],"self-supervised":[85],"method":[89,125,154,160,208,233],"based":[90],"on":[91,107,131,225],"morphology.":[92],"consists":[94],"morphological":[97,112,182],"builder":[99],"decouple":[101],"dependency":[103],"acquisition":[108],"resolution,":[109],"loss":[113,183,195],"reduce":[115],"artifacts":[116],"effectively":[117],"save":[119],"training":[120,151,185],"time":[121,186],"efficiently.":[122],"The":[123,181],"can":[126,265],"reconstruct":[127],"arbitrary":[128,213],"both":[132],"human":[133],"data":[134],"animal":[136],"data,":[137],"regardless":[138],"whether":[140],"is":[143,234],"higher":[144,164],"or":[145],"lower":[146,169,177],"than":[147],"set.":[152],"Our":[153],"outperforms":[155],"previous":[157,199],"best":[158],"unsupervised":[159,200,220],"with":[161,189,212],"3.6%":[163],"peak":[165],"signal-to-noise":[166],"ratio,":[167],"16.2%":[168],"normalized":[170],"root":[171],"mean":[172],"square":[173],"error,":[174],"22.1%":[176,188],"high-frequency":[178],"error":[179],"norm.":[180],"reduces":[184],"by":[187],"respect":[190],"cycle":[193],"gradient":[194],"used":[196,267],"methods.":[201,223],"Experimental":[202],"results":[203,218],"show":[204],"accurately":[209],"measures":[210],"resolutions,":[214],"achieves":[216],"state-of-the-art":[217],"among":[219],"Research":[224],"applications":[226],"diseases":[229],"found":[230],"our":[232],"robust":[235],"enough":[236],"measure":[238],"significant":[239,254],"increase":[240,255],"striatal":[242],"magnetic":[243],"patients":[246],"during":[247],"Alzheimer's":[248,275],"disease":[249,262,276],"progression,":[250],"as":[251,253,268],"well":[252],"substantia":[257],"nigra":[258],"Parkinson's":[261,278],"patients,":[263],"be":[266],"an":[269],"differential":[271],"tool":[273]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":2}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}