{"id":"https://openalex.org/W3089731805","doi":"https://doi.org/10.1007/978-3-030-66843-3_1","title":"Surface Agnostic Metrics for Cortical Volume Segmentation and Regression","display_name":"Surface Agnostic Metrics for Cortical Volume Segmentation and Regression","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3089731805","doi":"https://doi.org/10.1007/978-3-030-66843-3_1","mag":"3089731805"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-66843-3_1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-66843-3_1","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":"preprint","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2010.01669","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5014075647","display_name":"Samuel Budd","orcid":"https://orcid.org/0000-0002-9062-0013"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Samuel Budd","raw_affiliation_strings":["Department of Computing, BioMedIA, Imperial College London, London, UK","Imperial College London"],"affiliations":[{"raw_affiliation_string":"Department of Computing, BioMedIA, Imperial College London, London, UK","institution_ids":["https://openalex.org/I47508984"]},{"raw_affiliation_string":"Imperial College London","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075989064","display_name":"Prachi A. Patkee","orcid":"https://orcid.org/0000-0003-4131-3487"},"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":"Prachi Patkee","raw_affiliation_strings":["Centre for the Developing Brain, School of Biomedical Engineering and Imaging Sciences, King\u2019s College London, ISBE, London, UK"],"affiliations":[{"raw_affiliation_string":"Centre for the Developing Brain, School of Biomedical Engineering and Imaging Sciences, King\u2019s College London, ISBE, London, UK","institution_ids":["https://openalex.org/I183935753"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072834295","display_name":"Ana A. Baburamani","orcid":"https://orcid.org/0000-0002-7537-6534"},"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":"Ana Baburamani","raw_affiliation_strings":["Centre for the Developing Brain, School of Biomedical Engineering and Imaging Sciences, King\u2019s College London, ISBE, London, UK"],"affiliations":[{"raw_affiliation_string":"Centre for the Developing Brain, School of Biomedical Engineering and Imaging Sciences, King\u2019s College London, ISBE, London, UK","institution_ids":["https://openalex.org/I183935753"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082377236","display_name":"Mary Rutherford","orcid":"https://orcid.org/0000-0003-3361-1337"},"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":"Mary Rutherford","raw_affiliation_strings":["Centre for the Developing Brain, School of Biomedical Engineering and Imaging Sciences, King\u2019s College London, ISBE, London, UK"],"affiliations":[{"raw_affiliation_string":"Centre for the Developing Brain, School of Biomedical Engineering and Imaging Sciences, King\u2019s College London, ISBE, London, UK","institution_ids":["https://openalex.org/I183935753"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068281609","display_name":"Emma C. Robinson","orcid":"https://orcid.org/0000-0002-7886-3426"},"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":"Emma C. Robinson","raw_affiliation_strings":["Centre for the Developing Brain, School of Biomedical Engineering and Imaging Sciences, King\u2019s College London, ISBE, London, UK"],"affiliations":[{"raw_affiliation_string":"Centre for the Developing Brain, School of Biomedical Engineering and Imaging Sciences, King\u2019s College London, ISBE, London, UK","institution_ids":["https://openalex.org/I183935753"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078127596","display_name":"Bernhard Kainz","orcid":"https://orcid.org/0000-0002-7813-5023"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Bernhard Kainz","raw_affiliation_strings":["Department of Computing, BioMedIA, Imperial College London, London, UK"],"affiliations":[{"raw_affiliation_string":"Department of Computing, BioMedIA, Imperial College London, London, UK","institution_ids":["https://openalex.org/I47508984"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5014075647"],"corresponding_institution_ids":["https://openalex.org/I47508984"],"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":0.21765456,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"3","last_page":"12"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11304","display_name":"Advanced Neuroimaging Techniques and Applications","score":0.9998000264167786,"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":0.9998000264167786,"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9984999895095825,"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/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6332519054412842},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6222130060195923},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6216759085655212},{"id":"https://openalex.org/keywords/curvature","display_name":"Curvature","score":0.6188751459121704},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5806121230125427},{"id":"https://openalex.org/keywords/surface","display_name":"Surface (topology)","score":0.5293802618980408},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.5132079124450684},{"id":"https://openalex.org/keywords/elastic-net-regularization","display_name":"Elastic net regularization","score":0.4224313497543335},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.417233943939209},{"id":"https://openalex.org/keywords/cerebral-cortex","display_name":"Cerebral cortex","score":0.4136416018009186},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.40174421668052673},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.29100388288497925},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.20098140835762024},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.14720535278320312},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.13328096270561218},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.11057549715042114}],"concepts":[{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6332519054412842},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6222130060195923},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6216759085655212},{"id":"https://openalex.org/C195065555","wikidata":"https://www.wikidata.org/wiki/Q214881","display_name":"Curvature","level":2,"score":0.6188751459121704},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5806121230125427},{"id":"https://openalex.org/C2776799497","wikidata":"https://www.wikidata.org/wiki/Q484298","display_name":"Surface (topology)","level":2,"score":0.5293802618980408},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.5132079124450684},{"id":"https://openalex.org/C203868755","wikidata":"https://www.wikidata.org/wiki/Q5353562","display_name":"Elastic net regularization","level":3,"score":0.4224313497543335},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.417233943939209},{"id":"https://openalex.org/C2781041448","wikidata":"https://www.wikidata.org/wiki/Q75839","display_name":"Cerebral cortex","level":2,"score":0.4136416018009186},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.40174421668052673},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.29100388288497925},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.20098140835762024},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.14720535278320312},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.13328096270561218},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.11057549715042114},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.1007/978-3-030-66843-3_1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-66843-3_1","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:arXiv.org:2010.01669","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2010.01669","pdf_url":"https://arxiv.org/pdf/2010.01669","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},{"id":"mag:3089731805","is_oa":true,"landing_page_url":"http://arxiv.org/pdf/2010.01669.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"pmh:oai:kclpure.kcl.ac.uk:publications/7a3554ad-a49e-424a-b40d-cbc57fb9da87","is_oa":false,"landing_page_url":"https://kclpure.kcl.ac.uk/portal/en/publications/7a3554ad-a49e-424a-b40d-cbc57fb9da87","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Budd , S , Patkee , P , Baburamani , A , Rutherford , M , Robinson , E C & Kainz , B 2020 , Surface Agnostic Metrics for Cortical Volume Segmentation and Regression . in S M Kia , H Mohy-ud-Din , A Abdulkadir , C Bass , M Habes , J M Rondina , C Tax , H Wang , T Wolfers , S Rathore & M Ingalhalikar (eds) , Machine Learning in Clinical Neuroimaging and Radiogenomics in Neuro-oncology - 3rd International Workshop, MLCN 2020, and Second International Workshop, RNO-AI 2020, Held in Conjunction with MICCAI 2020, Proceedings . Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) , vol. 12449 LNCS , Springer Science and Business Media Deutschland GmbH , pp. 3-12 , 3rd International Workshop on Machine Learning in Clinical Neuroimaging, MLCN 2020, and 2nd International Workshop on Radiogenomics in Neuro-oncology, RNO-AI 2020, held in conjunction with MICCAI 2020 , Lima , Peru , 4/10/2020 . https://doi.org/10.1007/978-3-030-66843-3_1","raw_type":"contributionToPeriodical"},{"id":"pmh:oai:spiral.imperial.ac.uk:10044/1/96819","is_oa":false,"landing_page_url":"http://hdl.handle.net/10044/1/96819","pdf_url":null,"source":{"id":"https://openalex.org/S4306401396","display_name":"Spiral (Imperial College London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I47508984","host_organization_name":"Imperial College London","host_organization_lineage":["https://openalex.org/I47508984"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"The 3rd Workshop on Machine Learning in Clinical Neuroimaging","raw_type":"Conference Paper"},{"id":"doi:10.48550/arxiv.2010.01669","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2010.01669","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2010.01669","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2010.01669","pdf_url":"https://arxiv.org/pdf/2010.01669","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7081045067","display_name":null,"funder_award_id":"EP/S013687/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G8101219992","display_name":null,"funder_award_id":"MR/K006355/1","funder_id":"https://openalex.org/F4320334626","funder_display_name":"Medical Research Council"}],"funders":[{"id":"https://openalex.org/F4320334626","display_name":"Medical Research Council","ror":"https://ror.org/03x94j517"},{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1574367826","https://openalex.org/W1901129140","https://openalex.org/W1924001532","https://openalex.org/W1983208069","https://openalex.org/W1999522048","https://openalex.org/W2046033161","https://openalex.org/W2066470779","https://openalex.org/W2110208125","https://openalex.org/W2132551870","https://openalex.org/W2138728868","https://openalex.org/W2265234664","https://openalex.org/W2280881010","https://openalex.org/W2464708700","https://openalex.org/W2499800833","https://openalex.org/W2524545577","https://openalex.org/W2807861409","https://openalex.org/W2890166761","https://openalex.org/W2953130519","https://openalex.org/W2963632741","https://openalex.org/W2964212578","https://openalex.org/W2979410457","https://openalex.org/W2980266428","https://openalex.org/W4297734930"],"related_works":["https://openalex.org/W3127647584","https://openalex.org/W2214608788","https://openalex.org/W1574674419","https://openalex.org/W2276316610","https://openalex.org/W2002211763","https://openalex.org/W2779235069","https://openalex.org/W2950739346","https://openalex.org/W2749644726","https://openalex.org/W31392047","https://openalex.org/W2951613558","https://openalex.org/W3109087997","https://openalex.org/W2996685540","https://openalex.org/W3159484223","https://openalex.org/W3135170225","https://openalex.org/W2609748260","https://openalex.org/W2086788619","https://openalex.org/W2469934840","https://openalex.org/W2020359382","https://openalex.org/W3084357118","https://openalex.org/W3165358079"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}