{"id":"https://openalex.org/W4410639127","doi":"https://doi.org/10.1109/tmi.2025.3570226","title":"Self-Supervised Feature Learning for Cardiac Cine MR Image Reconstruction","display_name":"Self-Supervised Feature Learning for Cardiac Cine MR Image Reconstruction","publication_year":2025,"publication_date":"2025-05-23","ids":{"openalex":"https://openalex.org/W4410639127","doi":"https://doi.org/10.1109/tmi.2025.3570226","pmid":"https://pubmed.ncbi.nlm.nih.gov/40408221"},"language":"en","primary_location":{"id":"doi:10.1109/tmi.2025.3570226","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmi.2025.3570226","pdf_url":null,"source":{"id":"https://openalex.org/S58069681","display_name":"IEEE Transactions on Medical Imaging","issn_l":"0278-0062","issn":["0278-0062","1558-254X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Medical Imaging","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2505.23408","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100900039","display_name":"Siying Xu","orcid":"https://orcid.org/0009-0000-1713-4951"},"institutions":[{"id":"https://openalex.org/I143910747","display_name":"TH Bingen University of Applied Sciences","ror":"https://ror.org/01pxkj057","country_code":"DE","type":"education","lineage":["https://openalex.org/I143910747"]},{"id":"https://openalex.org/I8087733","display_name":"University of T\u00fcbingen","ror":"https://ror.org/03a1kwz48","country_code":"DE","type":"education","lineage":["https://openalex.org/I8087733"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Siying Xu","raw_affiliation_strings":["Department of Diagnostic and Interventional Radiology, University of T&#x00FC;bingen, T&#x00FC;bingen, Germany","Medical Image and Data Analysis (MIDAS.lab), Department of Diagnostic and Interventional Radiology, University of Tuebingen, Tuebingen, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Diagnostic and Interventional Radiology, University of T&#x00FC;bingen, T&#x00FC;bingen, Germany","institution_ids":["https://openalex.org/I143910747"]},{"raw_affiliation_string":"Medical Image and Data Analysis (MIDAS.lab), Department of Diagnostic and Interventional Radiology, University of Tuebingen, Tuebingen, Germany","institution_ids":["https://openalex.org/I8087733"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014816042","display_name":"Marcel Fr\u00fch","orcid":null},"institutions":[{"id":"https://openalex.org/I143910747","display_name":"TH Bingen University of Applied Sciences","ror":"https://ror.org/01pxkj057","country_code":"DE","type":"education","lineage":["https://openalex.org/I143910747"]},{"id":"https://openalex.org/I8087733","display_name":"University of T\u00fcbingen","ror":"https://ror.org/03a1kwz48","country_code":"DE","type":"education","lineage":["https://openalex.org/I8087733"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Marcel Fr\u00fch","raw_affiliation_strings":["Department of Diagnostic and Interventional Radiology, University of T&#x00FC;bingen, T&#x00FC;bingen, Germany","Medical Image and Data Analysis (MIDAS.lab), Department of Diagnostic and Interventional Radiology, University of Tuebingen, Tuebingen, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Diagnostic and Interventional Radiology, University of T&#x00FC;bingen, T&#x00FC;bingen, Germany","institution_ids":["https://openalex.org/I143910747"]},{"raw_affiliation_string":"Medical Image and Data Analysis (MIDAS.lab), Department of Diagnostic and Interventional Radiology, University of Tuebingen, Tuebingen, Germany","institution_ids":["https://openalex.org/I8087733"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067756486","display_name":"Kerstin Hammernik","orcid":"https://orcid.org/0000-0002-2734-1409"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Kerstin Hammernik","raw_affiliation_strings":["School of Computation, Information and Technology, Technical University of Munich, Munich, Germany"],"affiliations":[{"raw_affiliation_string":"School of Computation, Information and Technology, Technical University of Munich, Munich, Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005726779","display_name":"Andreas Lingg","orcid":"https://orcid.org/0000-0001-8583-8627"},"institutions":[{"id":"https://openalex.org/I143910747","display_name":"TH Bingen University of Applied Sciences","ror":"https://ror.org/01pxkj057","country_code":"DE","type":"education","lineage":["https://openalex.org/I143910747"]},{"id":"https://openalex.org/I8087733","display_name":"University of T\u00fcbingen","ror":"https://ror.org/03a1kwz48","country_code":"DE","type":"education","lineage":["https://openalex.org/I8087733"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Andreas Lingg","raw_affiliation_strings":["Department of Diagnostic and Interventional Radiology, University of T&#x00FC;bingen, T&#x00FC;bingen, Germany","Department of Diagnostic and Interventional Radiology, University of Tuebingen, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Diagnostic and Interventional Radiology, University of T&#x00FC;bingen, T&#x00FC;bingen, Germany","institution_ids":["https://openalex.org/I143910747"]},{"raw_affiliation_string":"Department of Diagnostic and Interventional Radiology, University of Tuebingen, Germany","institution_ids":["https://openalex.org/I8087733"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051719057","display_name":"Jens K\u00fcbler","orcid":"https://orcid.org/0000-0002-3450-7585"},"institutions":[{"id":"https://openalex.org/I143910747","display_name":"TH Bingen University of Applied Sciences","ror":"https://ror.org/01pxkj057","country_code":"DE","type":"education","lineage":["https://openalex.org/I143910747"]},{"id":"https://openalex.org/I8087733","display_name":"University of T\u00fcbingen","ror":"https://ror.org/03a1kwz48","country_code":"DE","type":"education","lineage":["https://openalex.org/I8087733"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jens K\u00fcbler","raw_affiliation_strings":["Department of Diagnostic and Interventional Radiology, University of T&#x00FC;bingen, T&#x00FC;bingen, Germany","Department of Diagnostic and Interventional Radiology, University of Tuebingen, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Diagnostic and Interventional Radiology, University of T&#x00FC;bingen, T&#x00FC;bingen, Germany","institution_ids":["https://openalex.org/I143910747"]},{"raw_affiliation_string":"Department of Diagnostic and Interventional Radiology, University of Tuebingen, Germany","institution_ids":["https://openalex.org/I8087733"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058837467","display_name":"Patrick Krumm","orcid":"https://orcid.org/0000-0003-1705-8439"},"institutions":[{"id":"https://openalex.org/I143910747","display_name":"TH Bingen University of Applied Sciences","ror":"https://ror.org/01pxkj057","country_code":"DE","type":"education","lineage":["https://openalex.org/I143910747"]},{"id":"https://openalex.org/I8087733","display_name":"University of T\u00fcbingen","ror":"https://ror.org/03a1kwz48","country_code":"DE","type":"education","lineage":["https://openalex.org/I8087733"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Patrick Krumm","raw_affiliation_strings":["Department of Diagnostic and Interventional Radiology, University of T&#x00FC;bingen, T&#x00FC;bingen, Germany","Department of Diagnostic and Interventional Radiology, University of Tuebingen, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Diagnostic and Interventional Radiology, University of T&#x00FC;bingen, T&#x00FC;bingen, Germany","institution_ids":["https://openalex.org/I143910747"]},{"raw_affiliation_string":"Department of Diagnostic and Interventional Radiology, University of Tuebingen, Germany","institution_ids":["https://openalex.org/I8087733"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006461848","display_name":"Daniel Rueckert","orcid":"https://orcid.org/0000-0002-5683-5889"},"institutions":[{"id":"https://openalex.org/I2802619606","display_name":"TUM Klinikum","ror":"https://ror.org/04jc43x05","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I2802619606","https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Daniel Rueckert","raw_affiliation_strings":["School of Computation, Information and Technology and the Klinikum Rechts der Isar, Technical University of Munich, Munich, Germany"],"affiliations":[{"raw_affiliation_string":"School of Computation, Information and Technology and the Klinikum Rechts der Isar, Technical University of Munich, Munich, Germany","institution_ids":["https://openalex.org/I2802619606"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080097591","display_name":"Sergios Gatidis","orcid":"https://orcid.org/0000-0002-6928-4967"},"institutions":[{"id":"https://openalex.org/I143910747","display_name":"TH Bingen University of Applied Sciences","ror":"https://ror.org/01pxkj057","country_code":"DE","type":"education","lineage":["https://openalex.org/I143910747"]},{"id":"https://openalex.org/I8087733","display_name":"University of T\u00fcbingen","ror":"https://ror.org/03a1kwz48","country_code":"DE","type":"education","lineage":["https://openalex.org/I8087733"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Sergios Gatidis","raw_affiliation_strings":["Department of Diagnostic and Interventional Radiology, University of T&#x00FC;bingen, T&#x00FC;bingen, Germany","Medical Image and Data Analysis (MIDAS.lab), Department of Diagnostic and Interventional Radiology, University of Tuebingen, Tuebingen, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Diagnostic and Interventional Radiology, University of T&#x00FC;bingen, T&#x00FC;bingen, Germany","institution_ids":["https://openalex.org/I143910747"]},{"raw_affiliation_string":"Medical Image and Data Analysis (MIDAS.lab), Department of Diagnostic and Interventional Radiology, University of Tuebingen, Tuebingen, Germany","institution_ids":["https://openalex.org/I8087733"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038862460","display_name":"Thomas K\u00fcstner","orcid":"https://orcid.org/0000-0002-0353-4898"},"institutions":[{"id":"https://openalex.org/I143910747","display_name":"TH Bingen University of Applied Sciences","ror":"https://ror.org/01pxkj057","country_code":"DE","type":"education","lineage":["https://openalex.org/I143910747"]},{"id":"https://openalex.org/I8087733","display_name":"University of T\u00fcbingen","ror":"https://ror.org/03a1kwz48","country_code":"DE","type":"education","lineage":["https://openalex.org/I8087733"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Thomas K\u00fcstner","raw_affiliation_strings":["Department of Diagnostic and Interventional Radiology, University of T&#x00FC;bingen, T&#x00FC;bingen, Germany","Medical Image and Data Analysis (MIDAS.lab), Department of Diagnostic and Interventional Radiology, University of Tuebingen, Tuebingen, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Diagnostic and Interventional Radiology, University of T&#x00FC;bingen, T&#x00FC;bingen, Germany","institution_ids":["https://openalex.org/I143910747"]},{"raw_affiliation_string":"Medical Image and Data Analysis (MIDAS.lab), Department of Diagnostic and Interventional Radiology, University of Tuebingen, Tuebingen, Germany","institution_ids":["https://openalex.org/I8087733"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5100900039"],"corresponding_institution_ids":["https://openalex.org/I143910747","https://openalex.org/I8087733"],"apc_list":null,"apc_paid":null,"fwci":1.2819,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.79124909,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"44","issue":"9","first_page":"3858","last_page":"3869"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14510","display_name":"Medical Imaging and Analysis","score":0.840499997138977,"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"}},"topics":[{"id":"https://openalex.org/T14510","display_name":"Medical Imaging and Analysis","score":0.840499997138977,"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/T12702","display_name":"Brain Tumor Detection and Classification","score":0.7958999872207642,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.7566999793052673,"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/iterative-reconstruction","display_name":"Iterative reconstruction","score":0.686379075050354},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6708570122718811},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.6349231600761414},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5875248312950134},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5417464971542358},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.49408820271492004},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4592556357383728},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4460082948207855}],"concepts":[{"id":"https://openalex.org/C141379421","wikidata":"https://www.wikidata.org/wiki/Q6094427","display_name":"Iterative reconstruction","level":2,"score":0.686379075050354},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6708570122718811},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.6349231600761414},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5875248312950134},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5417464971542358},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.49408820271492004},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4592556357383728},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4460082948207855},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D000069553","descriptor_name":"Supervised Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069553","descriptor_name":"Supervised Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069553","descriptor_name":"Supervised Machine 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":false},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006321","descriptor_name":"Heart","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D006321","descriptor_name":"Heart","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D006321","descriptor_name":"Heart","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":"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":true},{"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":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019028","descriptor_name":"Magnetic Resonance Imaging, Cine","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D019028","descriptor_name":"Magnetic Resonance Imaging, Cine","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D019028","descriptor_name":"Magnetic Resonance Imaging, Cine","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true}],"locations_count":3,"locations":[{"id":"doi:10.1109/tmi.2025.3570226","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmi.2025.3570226","pdf_url":null,"source":{"id":"https://openalex.org/S58069681","display_name":"IEEE Transactions on Medical Imaging","issn_l":"0278-0062","issn":["0278-0062","1558-254X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Medical Imaging","raw_type":"journal-article"},{"id":"pmid:40408221","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40408221","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":"IEEE transactions on medical imaging","raw_type":null},{"id":"pmh:oai:arXiv.org:2505.23408","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2505.23408","pdf_url":"https://arxiv.org/pdf/2505.23408","source":{"id":"https://openalex.org/S4393918464","display_name":"ArXiv.org","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"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":null,"raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2505.23408","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2505.23408","pdf_url":"https://arxiv.org/pdf/2505.23408","source":{"id":"https://openalex.org/S4393918464","display_name":"ArXiv.org","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"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":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1341008233","display_name":null,"funder_award_id":"EXC 2064/1","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G5106512922","display_name":null,"funder_award_id":"Deutsche Forschungsgemeinschaft (DFG","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G688259535","display_name":null,"funder_award_id":"EXC 2064_1","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G762232396","display_name":null,"funder_award_id":"Project","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G7907426250","display_name":null,"funder_award_id":"390727645","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G8128963897","display_name":null,"funder_award_id":"EXC 2064","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G8538390430","display_name":null,"funder_award_id":"EXC 2064/1 ? 390727645","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G8915364236","display_name":null,"funder_award_id":"2064/1","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"}],"funders":[{"id":"https://openalex.org/F4320320879","display_name":"Deutsche Forschungsgemeinschaft","ror":"https://ror.org/018mejw64"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4410639127.pdf","grobid_xml":"https://content.openalex.org/works/W4410639127.grobid-xml"},"referenced_works_count":42,"referenced_works":["https://openalex.org/W2011181254","https://openalex.org/W2020741214","https://openalex.org/W2047544187","https://openalex.org/W2055151182","https://openalex.org/W2105199122","https://openalex.org/W2111388536","https://openalex.org/W2117649283","https://openalex.org/W2117882039","https://openalex.org/W2127589108","https://openalex.org/W2143488385","https://openalex.org/W2145020729","https://openalex.org/W2156739854","https://openalex.org/W2226146394","https://openalex.org/W2344999146","https://openalex.org/W2594014149","https://openalex.org/W2604388535","https://openalex.org/W2795380527","https://openalex.org/W2808243856","https://openalex.org/W2889995282","https://openalex.org/W2911290743","https://openalex.org/W2931665093","https://openalex.org/W2964293140","https://openalex.org/W3034902810","https://openalex.org/W3035524453","https://openalex.org/W3039236647","https://openalex.org/W3047103180","https://openalex.org/W3048371841","https://openalex.org/W3048384642","https://openalex.org/W3085824602","https://openalex.org/W3171007011","https://openalex.org/W3202020332","https://openalex.org/W4200237931","https://openalex.org/W4214573674","https://openalex.org/W4285736212","https://openalex.org/W4304481139","https://openalex.org/W4383710795","https://openalex.org/W4385289051","https://openalex.org/W4385544683","https://openalex.org/W4393155172","https://openalex.org/W4393379950","https://openalex.org/W4394836303","https://openalex.org/W4400918887"],"related_works":["https://openalex.org/W2601157893","https://openalex.org/W2373006798","https://openalex.org/W2131735617","https://openalex.org/W2056912418","https://openalex.org/W2033213769","https://openalex.org/W4312376745","https://openalex.org/W2136016640","https://openalex.org/W2049538278","https://openalex.org/W2886173746","https://openalex.org/W4200043248"],"abstract_inverted_index":{"We":[0],"propose":[1],"a":[2,95],"self-supervised":[3,96,114,151],"feature":[4,97,172],"learning":[5,20,164,173],"assisted":[6],"reconstruction":[7,12,64,115,153],"(SSFL-Recon)":[8],"framework":[9,148],"for":[10,38],"MRI":[11,32,152],"to":[13,102,117,162,166],"address":[14,89],"the":[15,72,113,145],"limitation":[16],"of":[17,65],"existing":[18,150],"supervised":[19,39,163],"methods.":[21],"Although":[22],"recent":[23],"deep":[24],"learning-based":[25],"methods":[26,154],"have":[27,181],"shown":[28],"promising":[29],"performance":[30,161],"in":[31,44,82,112,119,184],"reconstruction,":[33],"most":[34],"require":[35],"fully-sampled":[36,58],"images":[37,101],"learning,":[40],"which":[41,180],"is":[42],"challenging":[43],"practice":[45],"considering":[46],"long":[47],"acquisition":[48],"times":[49],"under":[50],"respiratory":[51],"or":[52,159],"organ":[53],"motion.":[54],"Moreover,":[55],"nearly":[56],"all":[57],"datasets":[59,78],"are":[60,109],"obtained":[61],"from":[62],"conventional":[63],"mildly":[66],"accelerated":[67],"datasets,":[68],"thus":[69],"potentially":[70],"biasing":[71],"achievable":[73],"performance.":[74],"The":[75,106,141,171],"numerous":[76],"undersampled":[77,100],"with":[79],"different":[80],"accelerations":[81],"clinical":[83],"practice,":[84],"hence,":[85],"remain":[86],"underutilized.":[87],"To":[88],"these":[90],"issues,":[91],"we":[92],"first":[93],"train":[94],"extractor":[98],"on":[99,126],"learn":[103],"sampling-insensitive":[104],"features.":[105],"pre-learned":[107],"features":[108],"subsequently":[110],"embedded":[111],"network":[116],"assist":[118],"removing":[120,185],"artifacts.":[121],"Experiments":[122],"were":[123],"conducted":[124],"retrospectively":[125],"an":[127],"in-house":[128],"2D":[129],"cardiac":[130],"Cine":[131],"dataset,":[132],"including":[133],"91":[134],"cardiovascular":[135],"patients":[136],"and":[137,155,187],"38":[138],"healthy":[139],"subjects.":[140],"results":[142],"demonstrate":[143],"that":[144],"proposed":[146],"SSFL-Recon":[147],"outperforms":[149],"even":[156],"exhibits":[157],"comparable":[158],"better":[160],"up":[165],"${16}\\times":[167],"$":[168],"retrospective":[169],"undersampling.":[170],"strategy":[174],"can":[175],"effectively":[176],"extract":[177],"global":[178],"representations,":[179],"proven":[182],"beneficial":[183],"artifacts":[186],"increasing":[188],"generalization":[189],"ability":[190],"during":[191],"reconstruction.":[192]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}
