{"id":"https://openalex.org/W4387211902","doi":"https://doi.org/10.1007/978-3-031-43996-4_17","title":"A Transfer Learning Approach to\u00a0Localising a\u00a0Deep Brain Stimulation\u00a0Target","display_name":"A Transfer Learning Approach to\u00a0Localising a\u00a0Deep Brain Stimulation\u00a0Target","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4387211902","doi":"https://doi.org/10.1007/978-3-031-43996-4_17"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-43996-4_17","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-43996-4_17","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/A5010840262","display_name":"Ying\u2010Qiu Zheng","orcid":"https://orcid.org/0000-0003-1236-0700"},"institutions":[{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]},{"id":"https://openalex.org/I4210101881","display_name":"Wellcome Centre for Integrative Neuroimaging","ror":"https://ror.org/0172mzb45","country_code":"GB","type":"facility","lineage":["https://openalex.org/I40120149","https://openalex.org/I4210101881","https://openalex.org/I87048295"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Ying-Qiu Zheng","raw_affiliation_strings":["Wellcome Centre for Integrative Neuroimaging, University of Oxford, Oxford, UK"],"affiliations":[{"raw_affiliation_string":"Wellcome Centre for Integrative Neuroimaging, University of Oxford, Oxford, UK","institution_ids":["https://openalex.org/I4210101881","https://openalex.org/I40120149"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046903960","display_name":"Harith Akram","orcid":"https://orcid.org/0000-0002-2899-628X"},"institutions":[{"id":"https://openalex.org/I4210151618","display_name":"National Hospital for Neurology and Neurosurgery","ror":"https://ror.org/048b34d51","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I1340918713","https://openalex.org/I4210151618"]},{"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":"Harith Akram","raw_affiliation_strings":["UCL Institute of Neurology, Queen Square, London, UK"],"affiliations":[{"raw_affiliation_string":"UCL Institute of Neurology, Queen Square, London, UK","institution_ids":["https://openalex.org/I4210151618","https://openalex.org/I45129253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066553010","display_name":"Stephen M. Smith","orcid":"https://orcid.org/0000-0001-8166-069X"},"institutions":[{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]},{"id":"https://openalex.org/I4210101881","display_name":"Wellcome Centre for Integrative Neuroimaging","ror":"https://ror.org/0172mzb45","country_code":"GB","type":"facility","lineage":["https://openalex.org/I40120149","https://openalex.org/I4210101881","https://openalex.org/I87048295"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Stephen Smith","raw_affiliation_strings":["Wellcome Centre for Integrative Neuroimaging, University of Oxford, Oxford, UK"],"affiliations":[{"raw_affiliation_string":"Wellcome Centre for Integrative Neuroimaging, University of Oxford, Oxford, UK","institution_ids":["https://openalex.org/I4210101881","https://openalex.org/I40120149"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037943184","display_name":"Sa\u00e2d Jbabdi","orcid":"https://orcid.org/0000-0003-3234-5639"},"institutions":[{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]},{"id":"https://openalex.org/I4210101881","display_name":"Wellcome Centre for Integrative Neuroimaging","ror":"https://ror.org/0172mzb45","country_code":"GB","type":"facility","lineage":["https://openalex.org/I40120149","https://openalex.org/I4210101881","https://openalex.org/I87048295"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Saad Jbabdi","raw_affiliation_strings":["Wellcome Centre for Integrative Neuroimaging, University of Oxford, Oxford, UK"],"affiliations":[{"raw_affiliation_string":"Wellcome Centre for Integrative Neuroimaging, University of Oxford, Oxford, UK","institution_ids":["https://openalex.org/I4210101881","https://openalex.org/I40120149"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5010840262"],"corresponding_institution_ids":["https://openalex.org/I40120149","https://openalex.org/I4210101881"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.6887,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.74618834,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"176","last_page":"185"},"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":0.9998999834060669,"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/T10919","display_name":"Neurological disorders and treatments","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2728","display_name":"Neurology"},"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":0.7603115439414978},{"id":"https://openalex.org/keywords/white-matter","display_name":"White matter","score":0.6413041353225708},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5865845680236816},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.5831131935119629},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.563227117061615},{"id":"https://openalex.org/keywords/tractography","display_name":"Tractography","score":0.5570635199546814},{"id":"https://openalex.org/keywords/diffusion-mri","display_name":"Diffusion MRI","score":0.48591700196266174},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4438264071941376},{"id":"https://openalex.org/keywords/thalamus","display_name":"Thalamus","score":0.42529869079589844},{"id":"https://openalex.org/keywords/deep-brain-stimulation","display_name":"Deep brain stimulation","score":0.4131860136985779},{"id":"https://openalex.org/keywords/dentate-nucleus","display_name":"Dentate nucleus","score":0.41118869185447693},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3883287310600281},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.381689190864563},{"id":"https://openalex.org/keywords/magnetic-resonance-imaging","display_name":"Magnetic resonance imaging","score":0.3717409372329712},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.33012545108795166},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.1357240080833435},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.110067218542099},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.09610465168952942},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.06850665807723999}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7603115439414978},{"id":"https://openalex.org/C2781192897","wikidata":"https://www.wikidata.org/wiki/Q822050","display_name":"White matter","level":3,"score":0.6413041353225708},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5865845680236816},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.5831131935119629},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.563227117061615},{"id":"https://openalex.org/C84787856","wikidata":"https://www.wikidata.org/wiki/Q3076659","display_name":"Tractography","level":4,"score":0.5570635199546814},{"id":"https://openalex.org/C149550507","wikidata":"https://www.wikidata.org/wiki/Q899360","display_name":"Diffusion MRI","level":3,"score":0.48591700196266174},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4438264071941376},{"id":"https://openalex.org/C2779246727","wikidata":"https://www.wikidata.org/wiki/Q184215","display_name":"Thalamus","level":2,"score":0.42529869079589844},{"id":"https://openalex.org/C2778542668","wikidata":"https://www.wikidata.org/wiki/Q618076","display_name":"Deep brain stimulation","level":4,"score":0.4131860136985779},{"id":"https://openalex.org/C2777830160","wikidata":"https://www.wikidata.org/wiki/Q2004185","display_name":"Dentate nucleus","level":3,"score":0.41118869185447693},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3883287310600281},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.381689190864563},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.3717409372329712},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.33012545108795166},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1357240080833435},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.110067218542099},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.09610465168952942},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.06850665807723999},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.0},{"id":"https://openalex.org/C2779652256","wikidata":"https://www.wikidata.org/wiki/Q130983","display_name":"Cerebellum","level":2,"score":0.0},{"id":"https://openalex.org/C2779734285","wikidata":"https://www.wikidata.org/wiki/Q11085","display_name":"Parkinson's disease","level":3,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-43996-4_17","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-43996-4_17","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":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W1963781350","https://openalex.org/W1971358295","https://openalex.org/W1976901839","https://openalex.org/W1980143688","https://openalex.org/W1983208069","https://openalex.org/W1984453610","https://openalex.org/W2007581301","https://openalex.org/W2024729467","https://openalex.org/W2057435588","https://openalex.org/W2067214598","https://openalex.org/W2072601420","https://openalex.org/W2079329115","https://openalex.org/W2104308975","https://openalex.org/W2105515675","https://openalex.org/W2124592697","https://openalex.org/W2127309075","https://openalex.org/W2152669307","https://openalex.org/W2522628945","https://openalex.org/W2607804943","https://openalex.org/W2740342490","https://openalex.org/W2774545198","https://openalex.org/W2790291981","https://openalex.org/W2977883299","https://openalex.org/W3024238787","https://openalex.org/W3047688670","https://openalex.org/W3106784769","https://openalex.org/W3158146479","https://openalex.org/W3167611288","https://openalex.org/W4235770099"],"related_works":["https://openalex.org/W622158969","https://openalex.org/W4206540846","https://openalex.org/W2518873333","https://openalex.org/W2114827170","https://openalex.org/W2790269968","https://openalex.org/W2559774885","https://openalex.org/W2128027193","https://openalex.org/W2800619871","https://openalex.org/W4386362748","https://openalex.org/W4309586089"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}