{"id":"https://openalex.org/W4312622033","doi":"https://doi.org/10.1007/978-3-031-21206-2_7","title":"Fitting a\u00a0Directional Microstructure Model to\u00a0Diffusion-Relaxation MRI Data with\u00a0Self-supervised Machine Learning","display_name":"Fitting a\u00a0Directional Microstructure Model to\u00a0Diffusion-Relaxation MRI Data with\u00a0Self-supervised Machine Learning","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4312622033","doi":"https://doi.org/10.1007/978-3-031-21206-2_7"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-21206-2_7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-21206-2_7","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5052994703","display_name":"Jason P. Lim","orcid":null},"institutions":[{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Jason P. Lim","raw_affiliation_strings":["Centre for Medical Image Computing, Department of Computer Science, University College London, London, UK"],"affiliations":[{"raw_affiliation_string":"Centre for Medical Image Computing, Department of Computer Science, University College London, London, UK","institution_ids":["https://openalex.org/I45129253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010770082","display_name":"Stefano B. Blumberg","orcid":"https://orcid.org/0000-0002-7150-9918"},"institutions":[{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Stefano B. Blumberg","raw_affiliation_strings":["Centre for Artificial Intelligence, Department of Computer Science, University College London, London, UK","Centre for Medical Image Computing, Department of Computer Science, University College London, London, UK"],"affiliations":[{"raw_affiliation_string":"Centre for Artificial Intelligence, Department of Computer Science, University College London, London, UK","institution_ids":["https://openalex.org/I45129253"]},{"raw_affiliation_string":"Centre for Medical Image Computing, Department of Computer Science, University College London, London, UK","institution_ids":["https://openalex.org/I45129253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031288367","display_name":"Neil Narayan","orcid":null},"institutions":[{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Neil Narayan","raw_affiliation_strings":["Centre for Medical Image Computing, Department of Computer Science, University College London, London, UK"],"affiliations":[{"raw_affiliation_string":"Centre for Medical Image Computing, Department of Computer Science, University College London, London, UK","institution_ids":["https://openalex.org/I45129253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024391648","display_name":"Sean C. Epstein","orcid":"https://orcid.org/0000-0002-8071-1114"},"institutions":[{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Sean C. Epstein","raw_affiliation_strings":["Centre for Medical Image Computing, Department of Computer Science, University College London, London, UK"],"affiliations":[{"raw_affiliation_string":"Centre for Medical Image Computing, Department of Computer Science, University College London, London, UK","institution_ids":["https://openalex.org/I45129253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033449704","display_name":"Daniel C. Alexander","orcid":"https://orcid.org/0000-0003-2439-350X"},"institutions":[{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Daniel C. Alexander","raw_affiliation_strings":["Centre for Medical Image Computing, Department of Computer Science, University College London, London, UK"],"affiliations":[{"raw_affiliation_string":"Centre for Medical Image Computing, Department of Computer Science, University College London, London, UK","institution_ids":["https://openalex.org/I45129253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063421489","display_name":"Marco Palombo","orcid":"https://orcid.org/0000-0003-4892-7967"},"institutions":[{"id":"https://openalex.org/I79510175","display_name":"Cardiff University","ror":"https://ror.org/03kk7td41","country_code":"GB","type":"education","lineage":["https://openalex.org/I79510175"]},{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Marco Palombo","raw_affiliation_strings":["Cardiff University Brain Research Imaging Centre (CUBRIC), School of Psychology, Cardiff University, Cardiff, UK","Centre for Medical Image Computing, Department of Computer Science, University College London, London, UK","School of Computer Science and Informatics, Cardiff University, Cardiff, UK"],"affiliations":[{"raw_affiliation_string":"Cardiff University Brain Research Imaging Centre (CUBRIC), School of Psychology, Cardiff University, Cardiff, UK","institution_ids":["https://openalex.org/I79510175"]},{"raw_affiliation_string":"Centre for Medical Image Computing, Department of Computer Science, University College London, London, UK","institution_ids":["https://openalex.org/I45129253"]},{"raw_affiliation_string":"School of Computer Science and Informatics, Cardiff University, Cardiff, UK","institution_ids":["https://openalex.org/I79510175"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047882326","display_name":"Paddy J. Slator","orcid":"https://orcid.org/0000-0001-6967-989X"},"institutions":[{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Paddy J. Slator","raw_affiliation_strings":["Centre for Medical Image Computing, Department of Computer Science, University College London, London, UK"],"affiliations":[{"raw_affiliation_string":"Centre for Medical Image Computing, Department of Computer Science, University College London, London, UK","institution_ids":["https://openalex.org/I45129253"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5052994703"],"corresponding_institution_ids":["https://openalex.org/I45129253"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.462,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.70711679,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"77","last_page":"88"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11304","display_name":"Advanced Neuroimaging Techniques and Applications","score":1.0,"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/T11304","display_name":"Advanced Neuroimaging Techniques and Applications","score":1.0,"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/T11885","display_name":"MRI in cancer diagnosis","score":0.9937000274658203,"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/T10378","display_name":"Advanced MRI Techniques and Applications","score":0.98580002784729,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7685401439666748},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.715383768081665},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6688514947891235},{"id":"https://openalex.org/keywords/supervised-learning","display_name":"Supervised learning","score":0.528094470500946},{"id":"https://openalex.org/keywords/ground-truth","display_name":"Ground truth","score":0.4516165256500244},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.44871148467063904},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3269100785255432}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7685401439666748},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.715383768081665},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6688514947891235},{"id":"https://openalex.org/C136389625","wikidata":"https://www.wikidata.org/wiki/Q334384","display_name":"Supervised learning","level":3,"score":0.528094470500946},{"id":"https://openalex.org/C146849305","wikidata":"https://www.wikidata.org/wiki/Q370766","display_name":"Ground truth","level":2,"score":0.4516165256500244},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.44871148467063904},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3269100785255432}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-031-21206-2_7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-21206-2_7","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:https://orca.cardiff.ac.uk:155015","is_oa":false,"landing_page_url":"https://orca.cardiff.ac.uk/id/eprint/155015/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401195","display_name":"ORCA Online Research @Cardiff (Cardiff University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79510175","host_organization_name":"Cardiff University","host_organization_lineage":["https://openalex.org/I79510175"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2810537366","display_name":null,"funder_award_id":"EP/M020533/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G6806397390","display_name":null,"funder_award_id":"EP/V034537/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1506280935","https://openalex.org/W2011015491","https://openalex.org/W2023173554","https://openalex.org/W2142059961","https://openalex.org/W2328247767","https://openalex.org/W2507707535","https://openalex.org/W2802229722","https://openalex.org/W2947522031","https://openalex.org/W2966242695","https://openalex.org/W2971368344","https://openalex.org/W3015618497","https://openalex.org/W3093619401","https://openalex.org/W3097462804","https://openalex.org/W3100032799","https://openalex.org/W3166650482","https://openalex.org/W3177042088","https://openalex.org/W3195983515","https://openalex.org/W3201041228","https://openalex.org/W3201191896","https://openalex.org/W3205872023","https://openalex.org/W4206989846","https://openalex.org/W4280637721","https://openalex.org/W4308956570","https://openalex.org/W4360754819"],"related_works":["https://openalex.org/W4225307033","https://openalex.org/W1629725936","https://openalex.org/W4226172683","https://openalex.org/W3210156800","https://openalex.org/W3162567751","https://openalex.org/W4285260836","https://openalex.org/W4221088574","https://openalex.org/W3094076422","https://openalex.org/W2981850339","https://openalex.org/W3129604848"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}