{"id":"https://openalex.org/W4312624155","doi":"https://doi.org/10.1007/978-3-031-21206-2_4","title":"Correction of\u00a0Susceptibility Distortion in\u00a0EPI: A Semi-supervised Approach with\u00a0Deep Learning","display_name":"Correction of\u00a0Susceptibility Distortion in\u00a0EPI: A Semi-supervised Approach with\u00a0Deep Learning","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4312624155","doi":"https://doi.org/10.1007/978-3-031-21206-2_4"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-21206-2_4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-21206-2_4","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":true,"oa_status":"green","oa_url":"http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/360769","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5043103646","display_name":"Antoine Legouhy","orcid":"https://orcid.org/0000-0001-9219-3900"},"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":"Antoine Legouhy","raw_affiliation_strings":["AINOSTICS Ltd., Manchester, UK","Centre for Medical Image Computing, Department of Computer Science, University College London, London, UK"],"affiliations":[{"raw_affiliation_string":"AINOSTICS Ltd., Manchester, UK","institution_ids":[]},{"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/A5083427047","display_name":"Mark S. Graham","orcid":"https://orcid.org/0000-0002-4170-1095"},"institutions":[{"id":"https://openalex.org/I183935753","display_name":"King's College London","ror":"https://ror.org/0220mzb33","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I183935753"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Mark Graham","raw_affiliation_strings":["Department of Biomedical Engineering, School of Biomedical Engineering and Imaging Sciences, King\u2019s College London, London, UK","Department of Biomedical Engineering, School of Biomedical Engineering and Imaging Sciences, King's College London, London, UK"],"affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, School of Biomedical Engineering and Imaging Sciences, King\u2019s College London, London, UK","institution_ids":["https://openalex.org/I183935753"]},{"raw_affiliation_string":"Department of Biomedical Engineering, School of Biomedical Engineering and Imaging Sciences, King's College London, London, UK","institution_ids":["https://openalex.org/I183935753"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071622125","display_name":"Michele Guerreri","orcid":"https://orcid.org/0000-0003-0577-3670"},"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":"Michele Guerreri","raw_affiliation_strings":["AINOSTICS Ltd., Manchester, UK","Centre for Medical Image Computing, Department of Computer Science, University College London, London, UK"],"affiliations":[{"raw_affiliation_string":"AINOSTICS Ltd., Manchester, UK","institution_ids":[]},{"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/A5010081280","display_name":"Whitney Stee","orcid":"https://orcid.org/0009-0005-8828-9535"},"institutions":[{"id":"https://openalex.org/I132053463","display_name":"Universit\u00e9 Libre de Bruxelles","ror":"https://ror.org/01r9htc13","country_code":"BE","type":"education","lineage":["https://openalex.org/I132053463"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Whitney Stee","raw_affiliation_strings":["UNI-ULB Neuroscience Institute, Universit\u00e9 Libre de Bruxelles (ULB), Brussels, Belgium","UR2NF-Neuropsychology and Functional Neuroimaging Research Unit Affiliated at CRCN - Centre for Research in Cognition and Neuroscience, Universit\u00e9 Libre de Bruxelles (ULB), Brussels, Belgium"],"affiliations":[{"raw_affiliation_string":"UNI-ULB Neuroscience Institute, Universit\u00e9 Libre de Bruxelles (ULB), Brussels, Belgium","institution_ids":["https://openalex.org/I132053463"]},{"raw_affiliation_string":"UR2NF-Neuropsychology and Functional Neuroimaging Research Unit Affiliated at CRCN - Centre for Research in Cognition and Neuroscience, Universit\u00e9 Libre de Bruxelles (ULB), Brussels, Belgium","institution_ids":["https://openalex.org/I132053463"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084521999","display_name":"Thomas Villemonteix","orcid":"https://orcid.org/0000-0002-1662-0672"},"institutions":[{"id":"https://openalex.org/I132053463","display_name":"Universit\u00e9 Libre de Bruxelles","ror":"https://ror.org/01r9htc13","country_code":"BE","type":"education","lineage":["https://openalex.org/I132053463"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Thomas Villemonteix","raw_affiliation_strings":["UNI-ULB Neuroscience Institute, Universit\u00e9 Libre de Bruxelles (ULB), Brussels, Belgium","UR2NF-Neuropsychology and Functional Neuroimaging Research Unit Affiliated at CRCN - Centre for Research in Cognition and Neuroscience, Universit\u00e9 Libre de Bruxelles (ULB), Brussels, Belgium"],"affiliations":[{"raw_affiliation_string":"UNI-ULB Neuroscience Institute, Universit\u00e9 Libre de Bruxelles (ULB), Brussels, Belgium","institution_ids":["https://openalex.org/I132053463"]},{"raw_affiliation_string":"UR2NF-Neuropsychology and Functional Neuroimaging Research Unit Affiliated at CRCN - Centre for Research in Cognition and Neuroscience, Universit\u00e9 Libre de Bruxelles (ULB), Brussels, Belgium","institution_ids":["https://openalex.org/I132053463"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091780864","display_name":"Philippe Peigneux","orcid":"https://orcid.org/0000-0003-4745-1434"},"institutions":[{"id":"https://openalex.org/I132053463","display_name":"Universit\u00e9 Libre de Bruxelles","ror":"https://ror.org/01r9htc13","country_code":"BE","type":"education","lineage":["https://openalex.org/I132053463"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Philippe Peigneux","raw_affiliation_strings":["UNI-ULB Neuroscience Institute, Universit\u00e9 Libre de Bruxelles (ULB), Brussels, Belgium","UR2NF-Neuropsychology and Functional Neuroimaging Research Unit Affiliated at CRCN - Centre for Research in Cognition and Neuroscience, Universit\u00e9 Libre de Bruxelles (ULB), Brussels, Belgium"],"affiliations":[{"raw_affiliation_string":"UNI-ULB Neuroscience Institute, Universit\u00e9 Libre de Bruxelles (ULB), Brussels, Belgium","institution_ids":["https://openalex.org/I132053463"]},{"raw_affiliation_string":"UR2NF-Neuropsychology and Functional Neuroimaging Research Unit Affiliated at CRCN - Centre for Research in Cognition and Neuroscience, Universit\u00e9 Libre de Bruxelles (ULB), Brussels, Belgium","institution_ids":["https://openalex.org/I132053463"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100685274","display_name":"Hui Zhang","orcid":"https://orcid.org/0000-0002-5426-2140"},"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":"Hui Zhang","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":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5043103646"],"corresponding_institution_ids":["https://openalex.org/I45129253"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.924,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.79470803,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"38","last_page":"49"},"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/T10378","display_name":"Advanced MRI Techniques and Applications","score":0.9994000196456909,"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":0.9933000206947327,"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/artificial-intelligence","display_name":"Artificial intelligence","score":0.7847612500190735},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7653992176055908},{"id":"https://openalex.org/keywords/distortion","display_name":"Distortion (music)","score":0.6920835971832275},{"id":"https://openalex.org/keywords/geometric-transformation","display_name":"Geometric transformation","score":0.5757072567939758},{"id":"https://openalex.org/keywords/image-registration","display_name":"Image registration","score":0.5744246244430542},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.535071849822998},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5107989311218262},{"id":"https://openalex.org/keywords/transformation","display_name":"Transformation (genetics)","score":0.5023994445800781},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4716476798057556},{"id":"https://openalex.org/keywords/voxel","display_name":"Voxel","score":0.45660877227783203},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4523906409740448},{"id":"https://openalex.org/keywords/ground-truth","display_name":"Ground truth","score":0.4471210241317749},{"id":"https://openalex.org/keywords/unsupervised-learning","display_name":"Unsupervised learning","score":0.4348353147506714},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4062851369380951}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7847612500190735},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7653992176055908},{"id":"https://openalex.org/C126780896","wikidata":"https://www.wikidata.org/wiki/Q899871","display_name":"Distortion (music)","level":4,"score":0.6920835971832275},{"id":"https://openalex.org/C56435381","wikidata":"https://www.wikidata.org/wiki/Q1196371","display_name":"Geometric transformation","level":3,"score":0.5757072567939758},{"id":"https://openalex.org/C166704113","wikidata":"https://www.wikidata.org/wiki/Q861092","display_name":"Image registration","level":3,"score":0.5744246244430542},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.535071849822998},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5107989311218262},{"id":"https://openalex.org/C204241405","wikidata":"https://www.wikidata.org/wiki/Q461499","display_name":"Transformation (genetics)","level":3,"score":0.5023994445800781},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4716476798057556},{"id":"https://openalex.org/C54170458","wikidata":"https://www.wikidata.org/wiki/Q663554","display_name":"Voxel","level":2,"score":0.45660877227783203},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4523906409740448},{"id":"https://openalex.org/C146849305","wikidata":"https://www.wikidata.org/wiki/Q370766","display_name":"Ground truth","level":2,"score":0.4471210241317749},{"id":"https://openalex.org/C8038995","wikidata":"https://www.wikidata.org/wiki/Q1152135","display_name":"Unsupervised learning","level":2,"score":0.4348353147506714},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4062851369380951},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.0},{"id":"https://openalex.org/C194257627","wikidata":"https://www.wikidata.org/wiki/Q211554","display_name":"Amplifier","level":3,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-031-21206-2_4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-21206-2_4","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:dipot.ulb.ac.be:2013/360769","is_oa":true,"landing_page_url":"http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/360769","pdf_url":null,"source":{"id":"https://openalex.org/S4306401063","display_name":"D\u00e9p\u00f4t institutionnel de l'Universit\u00e9 libre de Bruxelles (Universit\u00e9 Libre de Bruxelles)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I132053463","host_organization_name":"Universit\u00e9 Libre de Bruxelles","host_organization_lineage":["https://openalex.org/I132053463"],"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":"Lecture notes in computer science, 13722 LNCS","raw_type":"info:ulb-repo/semantics/openurl/article"}],"best_oa_location":{"id":"pmh:oai:dipot.ulb.ac.be:2013/360769","is_oa":true,"landing_page_url":"http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/360769","pdf_url":null,"source":{"id":"https://openalex.org/S4306401063","display_name":"D\u00e9p\u00f4t institutionnel de l'Universit\u00e9 libre de Bruxelles (Universit\u00e9 Libre de Bruxelles)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I132053463","host_organization_name":"Universit\u00e9 Libre de Bruxelles","host_organization_lineage":["https://openalex.org/I132053463"],"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":"Lecture notes in computer science, 13722 LNCS","raw_type":"info:ulb-repo/semantics/openurl/article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W1984453610","https://openalex.org/W1988529488","https://openalex.org/W2044930346","https://openalex.org/W2054902886","https://openalex.org/W2071472234","https://openalex.org/W2139609601","https://openalex.org/W2763980391","https://openalex.org/W2891631795","https://openalex.org/W2918257301","https://openalex.org/W2922479016","https://openalex.org/W2991229154","https://openalex.org/W3013056581","https://openalex.org/W3023967733","https://openalex.org/W3026026609","https://openalex.org/W3046323739","https://openalex.org/W3099561884","https://openalex.org/W4200614969","https://openalex.org/W4281571242"],"related_works":["https://openalex.org/W3027020613","https://openalex.org/W2016533837","https://openalex.org/W3167885074","https://openalex.org/W2892386716","https://openalex.org/W4306164210","https://openalex.org/W2038239089","https://openalex.org/W2131075122","https://openalex.org/W2059802842","https://openalex.org/W2810527446","https://openalex.org/W2559576191"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
