{"id":"https://openalex.org/W4391465100","doi":"https://doi.org/10.1007/978-3-031-47425-5_20","title":"Synthesising Brain Iron Maps from\u00a0Quantitative Magnetic Resonance Images Using Interpretable Generative Adversarial Networks","display_name":"Synthesising Brain Iron Maps from\u00a0Quantitative Magnetic Resonance Images Using Interpretable Generative Adversarial Networks","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4391465100","doi":"https://doi.org/10.1007/978-3-031-47425-5_20"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-47425-5_20","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-47425-5_20","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/A5053139059","display_name":"Lindsay Munroe","orcid":null},"institutions":[{"id":"https://openalex.org/I165524941","display_name":"Wellcome Centre for Human Neuroimaging","ror":"https://ror.org/02704qw51","country_code":"GB","type":"facility","lineage":["https://openalex.org/I124357947","https://openalex.org/I165524941","https://openalex.org/I45129253","https://openalex.org/I87048295"]},{"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":"Lindsay Munroe","raw_affiliation_strings":["Department of Neuroimaging, Institute of Psychiatry, Psychology and Neuroscience, King\u2019s College London, London, U.K","School of Biomedical Engineering and Imaging Sciences, King\u2019s College London, London, U.K","Department of Neuroimaging, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, U.K"],"affiliations":[{"raw_affiliation_string":"Department of Neuroimaging, Institute of Psychiatry, Psychology and Neuroscience, King\u2019s College London, London, U.K","institution_ids":["https://openalex.org/I183935753","https://openalex.org/I165524941"]},{"raw_affiliation_string":"School of Biomedical Engineering and Imaging Sciences, King\u2019s College London, London, U.K","institution_ids":["https://openalex.org/I183935753"]},{"raw_affiliation_string":"Department of Neuroimaging, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, U.K","institution_ids":["https://openalex.org/I183935753","https://openalex.org/I165524941"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036356476","display_name":"Maria Deprez","orcid":"https://orcid.org/0000-0002-2799-6077"},"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":"Maria Deprez","raw_affiliation_strings":["School of Biomedical Engineering and Imaging Sciences, King\u2019s College London, London, U.K","School of Biomedical Engineering and Imaging Sciences, King's College London, London, U.K"],"affiliations":[{"raw_affiliation_string":"School of Biomedical Engineering and Imaging Sciences, King\u2019s College London, London, U.K","institution_ids":["https://openalex.org/I183935753"]},{"raw_affiliation_string":"School of Biomedical Engineering and Imaging Sciences, King's College London, London, U.K","institution_ids":["https://openalex.org/I183935753"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068673043","display_name":"Christos Michaelides","orcid":null},"institutions":[{"id":"https://openalex.org/I165524941","display_name":"Wellcome Centre for Human Neuroimaging","ror":"https://ror.org/02704qw51","country_code":"GB","type":"facility","lineage":["https://openalex.org/I124357947","https://openalex.org/I165524941","https://openalex.org/I45129253","https://openalex.org/I87048295"]},{"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":"Christos Michaelides","raw_affiliation_strings":["Department of Neuroimaging, Institute of Psychiatry, Psychology and Neuroscience, King\u2019s College London, London, U.K","Department of Neuroimaging, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, U.K"],"affiliations":[{"raw_affiliation_string":"Department of Neuroimaging, Institute of Psychiatry, Psychology and Neuroscience, King\u2019s College London, London, U.K","institution_ids":["https://openalex.org/I183935753","https://openalex.org/I165524941"]},{"raw_affiliation_string":"Department of Neuroimaging, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, U.K","institution_ids":["https://openalex.org/I183935753","https://openalex.org/I165524941"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Harry G. Parkes","orcid":null},"institutions":[{"id":"https://openalex.org/I165524941","display_name":"Wellcome Centre for Human Neuroimaging","ror":"https://ror.org/02704qw51","country_code":"GB","type":"facility","lineage":["https://openalex.org/I124357947","https://openalex.org/I165524941","https://openalex.org/I45129253","https://openalex.org/I87048295"]},{"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":"Harry G. Parkes","raw_affiliation_strings":["Department of Neuroimaging, Institute of Psychiatry, Psychology and Neuroscience, King\u2019s College London, London, U.K","Department of Neuroimaging, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, U.K"],"affiliations":[{"raw_affiliation_string":"Department of Neuroimaging, Institute of Psychiatry, Psychology and Neuroscience, King\u2019s College London, London, U.K","institution_ids":["https://openalex.org/I183935753","https://openalex.org/I165524941"]},{"raw_affiliation_string":"Department of Neuroimaging, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, U.K","institution_ids":["https://openalex.org/I183935753","https://openalex.org/I165524941"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000175999","display_name":"Kalotina Geraki","orcid":"https://orcid.org/0000-0001-6055-7060"},"institutions":[{"id":"https://openalex.org/I2802711169","display_name":"Diamond Light Source","ror":"https://ror.org/05etxs293","country_code":"GB","type":"facility","lineage":["https://openalex.org/I2802711169"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Kalotina Geraki","raw_affiliation_strings":["Diamond Light Source, Harwell Science and Innovation Campus, Didcot, Oxfordshire, U.K"],"affiliations":[{"raw_affiliation_string":"Diamond Light Source, Harwell Science and Innovation Campus, Didcot, Oxfordshire, U.K","institution_ids":["https://openalex.org/I2802711169"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059120117","display_name":"Amy H. Herlihy","orcid":"https://orcid.org/0000-0002-2997-2554"},"institutions":[{"id":"https://openalex.org/I18850439","display_name":"Capgemini (Netherlands)","ror":"https://ror.org/03amxdk57","country_code":"NL","type":"company","lineage":["https://openalex.org/I18850439","https://openalex.org/I4210136798"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Amy H. Herlihy","raw_affiliation_strings":["Perspectum Diagnostics, Gemini One, 5520 John Smith Drive, Oxford, U.K"],"affiliations":[{"raw_affiliation_string":"Perspectum Diagnostics, Gemini One, 5520 John Smith Drive, Oxford, U.K","institution_ids":["https://openalex.org/I18850439"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067133936","display_name":"Po\u2010Wah So","orcid":"https://orcid.org/0000-0003-3449-8532"},"institutions":[{"id":"https://openalex.org/I165524941","display_name":"Wellcome Centre for Human Neuroimaging","ror":"https://ror.org/02704qw51","country_code":"GB","type":"facility","lineage":["https://openalex.org/I124357947","https://openalex.org/I165524941","https://openalex.org/I45129253","https://openalex.org/I87048295"]},{"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":true,"raw_author_name":"Po-Wah So","raw_affiliation_strings":["Department of Neuroimaging, Institute of Psychiatry, Psychology and Neuroscience, King\u2019s College London, London, U.K","Department of Neuroimaging, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, U.K"],"affiliations":[{"raw_affiliation_string":"Department of Neuroimaging, Institute of Psychiatry, Psychology and Neuroscience, King\u2019s College London, London, U.K","institution_ids":["https://openalex.org/I183935753","https://openalex.org/I165524941"]},{"raw_affiliation_string":"Department of Neuroimaging, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, U.K","institution_ids":["https://openalex.org/I183935753","https://openalex.org/I165524941"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5067133936"],"corresponding_institution_ids":["https://openalex.org/I165524941","https://openalex.org/I183935753"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.5115304,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"214","last_page":"226"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9934999942779541,"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"}},"topics":[{"id":"https://openalex.org/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9934999942779541,"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"}},{"id":"https://openalex.org/T14339","display_name":"Image Processing and 3D Reconstruction","score":0.9872999787330627,"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"}},{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.98089998960495,"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/computer-science","display_name":"Computer science","score":0.7840065956115723},{"id":"https://openalex.org/keywords/adversarial-system","display_name":"Adversarial system","score":0.7189549207687378},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.680725634098053},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6155589818954468},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4413626194000244},{"id":"https://openalex.org/keywords/magnetic-resonance-imaging","display_name":"Magnetic resonance imaging","score":0.4117242395877838},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3325080871582031},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.04784870147705078}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7840065956115723},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.7189549207687378},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.680725634098053},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6155589818954468},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4413626194000244},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.4117242395877838},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3325080871582031},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.04784870147705078},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-47425-5_20","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-47425-5_20","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"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1849277567","https://openalex.org/W1997183854","https://openalex.org/W2071718644","https://openalex.org/W2082914617","https://openalex.org/W2112587190","https://openalex.org/W2282821441","https://openalex.org/W2531595930","https://openalex.org/W2752782242","https://openalex.org/W2792007159","https://openalex.org/W2808495410","https://openalex.org/W2884585870","https://openalex.org/W2903659349","https://openalex.org/W2955426783","https://openalex.org/W2962974533","https://openalex.org/W2963073614","https://openalex.org/W2963800363","https://openalex.org/W2963981733","https://openalex.org/W2979801810","https://openalex.org/W2982718246","https://openalex.org/W2995072672","https://openalex.org/W3009961050","https://openalex.org/W3010188616","https://openalex.org/W3027237703","https://openalex.org/W3176466780","https://openalex.org/W3179063123","https://openalex.org/W3212516020","https://openalex.org/W6608993855"],"related_works":["https://openalex.org/W2502115930","https://openalex.org/W4246396837","https://openalex.org/W2482350142","https://openalex.org/W3176240006","https://openalex.org/W3126451824","https://openalex.org/W1561927205","https://openalex.org/W3191453585","https://openalex.org/W4297672492","https://openalex.org/W4288019534","https://openalex.org/W4310988119"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}