{"id":"https://openalex.org/W2892040413","doi":"https://doi.org/10.1007/978-3-319-24574-4_74","title":"Automated Localization of Fetal Organs in MRI Using Random Forests with Steerable Features","display_name":"Automated Localization of Fetal Organs in MRI Using Random Forests with Steerable Features","publication_year":2015,"publication_date":"2015-01-01","ids":{"openalex":"https://openalex.org/W2892040413","doi":"https://doi.org/10.1007/978-3-319-24574-4_74","mag":"2892040413"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-24574-4_74","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-24574-4_74","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/A5065672543","display_name":"Kevin Keraudren","orcid":null},"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"]},{"id":"https://openalex.org/I4210154413","display_name":"Institute of Group Analysis","ror":"https://ror.org/05bnh6b29","country_code":"GB","type":"education","lineage":["https://openalex.org/I4210154413"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Kevin Keraudren","raw_affiliation_strings":["Biomedical Image Analysis Group, Imperial College London, London, UK"],"affiliations":[{"raw_affiliation_string":"Biomedical Image Analysis Group, Imperial College London, London, UK","institution_ids":["https://openalex.org/I4210154413","https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078127596","display_name":"Bernhard Kainz","orcid":"https://orcid.org/0000-0002-7813-5023"},"institutions":[{"id":"https://openalex.org/I4210154413","display_name":"Institute of Group Analysis","ror":"https://ror.org/05bnh6b29","country_code":"GB","type":"education","lineage":["https://openalex.org/I4210154413"]},{"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":["Biomedical Image Analysis Group, Imperial College London, London, UK"],"affiliations":[{"raw_affiliation_string":"Biomedical Image Analysis Group, Imperial College London, London, UK","institution_ids":["https://openalex.org/I4210154413","https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038400548","display_name":"Ozan Oktay","orcid":"https://orcid.org/0000-0003-2976-0874"},"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"]},{"id":"https://openalex.org/I4210154413","display_name":"Institute of Group Analysis","ror":"https://ror.org/05bnh6b29","country_code":"GB","type":"education","lineage":["https://openalex.org/I4210154413"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Ozan Oktay","raw_affiliation_strings":["Biomedical Image Analysis Group, Imperial College London, London, UK"],"affiliations":[{"raw_affiliation_string":"Biomedical Image Analysis Group, Imperial College London, London, UK","institution_ids":["https://openalex.org/I4210154413","https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045477945","display_name":"Vanessa Kyriakopoulou","orcid":"https://orcid.org/0000-0002-9883-0314"},"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":"Vanessa Kyriakopoulou","raw_affiliation_strings":["Department Biomedical Engineering, King\u2019s College London, London, UK","Department Biomedical Engineering, King's College London, London, UK"],"affiliations":[{"raw_affiliation_string":"Department Biomedical Engineering, King\u2019s College London, London, UK","institution_ids":["https://openalex.org/I183935753"]},{"raw_affiliation_string":"Department Biomedical Engineering, King's College London, 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":["Department Biomedical Engineering, King\u2019s College London, London, UK","Department Biomedical Engineering, King's College London, London, UK"],"affiliations":[{"raw_affiliation_string":"Department Biomedical Engineering, King\u2019s College London, London, UK","institution_ids":["https://openalex.org/I183935753"]},{"raw_affiliation_string":"Department Biomedical Engineering, King's College London, London, UK","institution_ids":["https://openalex.org/I183935753"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085446806","display_name":"Joseph V. Hajnal","orcid":"https://orcid.org/0000-0002-2690-5495"},"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":"Joseph V. Hajnal","raw_affiliation_strings":["Department Biomedical Engineering, King\u2019s College London, London, UK","Department Biomedical Engineering, King's College London, London, UK"],"affiliations":[{"raw_affiliation_string":"Department Biomedical Engineering, King\u2019s College London, London, UK","institution_ids":["https://openalex.org/I183935753"]},{"raw_affiliation_string":"Department Biomedical Engineering, King's College London, London, UK","institution_ids":["https://openalex.org/I183935753"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006461848","display_name":"Daniel Rueckert","orcid":"https://orcid.org/0000-0002-5683-5889"},"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"]},{"id":"https://openalex.org/I4210154413","display_name":"Institute of Group Analysis","ror":"https://ror.org/05bnh6b29","country_code":"GB","type":"education","lineage":["https://openalex.org/I4210154413"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Daniel Rueckert","raw_affiliation_strings":["Biomedical Image Analysis Group, Imperial College London, London, UK"],"affiliations":[{"raw_affiliation_string":"Biomedical Image Analysis Group, Imperial College London, London, UK","institution_ids":["https://openalex.org/I4210154413","https://openalex.org/I47508984"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5065672543"],"corresponding_institution_ids":["https://openalex.org/I4210154413","https://openalex.org/I47508984"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":39.6801,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.99796334,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"620","last_page":"627"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12552","display_name":"Fetal and Pediatric Neurological Disorders","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2735","display_name":"Pediatrics, Perinatology and Child Health"},"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/T12552","display_name":"Fetal and Pediatric Neurological Disorders","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2735","display_name":"Pediatrics, Perinatology and Child Health"},"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9829000234603882,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10978","display_name":"Prenatal Screening and Diagnostics","score":0.9412999749183655,"subfield":{"id":"https://openalex.org/subfields/2735","display_name":"Pediatrics, Perinatology and Child Health"},"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/fetus","display_name":"Fetus","score":0.6694064140319824},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6061162352561951},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5734502673149109},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5584622025489807},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5383224487304688},{"id":"https://openalex.org/keywords/orientation","display_name":"Orientation (vector space)","score":0.501624584197998},{"id":"https://openalex.org/keywords/3d-ultrasound","display_name":"3D ultrasound","score":0.4741349220275879},{"id":"https://openalex.org/keywords/motion","display_name":"Motion (physics)","score":0.46043673157691956},{"id":"https://openalex.org/keywords/coordinate-system","display_name":"Coordinate system","score":0.42870259284973145},{"id":"https://openalex.org/keywords/ultrasound","display_name":"Ultrasound","score":0.42223218083381653},{"id":"https://openalex.org/keywords/fetal-heart","display_name":"Fetal heart","score":0.41051948070526123},{"id":"https://openalex.org/keywords/anatomy","display_name":"Anatomy","score":0.3620706796646118},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3040681481361389},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.27567461133003235},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.14138612151145935},{"id":"https://openalex.org/keywords/pregnancy","display_name":"Pregnancy","score":0.1164993941783905},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10201984643936157}],"concepts":[{"id":"https://openalex.org/C172680121","wikidata":"https://www.wikidata.org/wiki/Q26513","display_name":"Fetus","level":3,"score":0.6694064140319824},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6061162352561951},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5734502673149109},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5584622025489807},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5383224487304688},{"id":"https://openalex.org/C16345878","wikidata":"https://www.wikidata.org/wiki/Q107472979","display_name":"Orientation (vector space)","level":2,"score":0.501624584197998},{"id":"https://openalex.org/C2780170424","wikidata":"https://www.wikidata.org/wiki/Q229399","display_name":"3D ultrasound","level":3,"score":0.4741349220275879},{"id":"https://openalex.org/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.46043673157691956},{"id":"https://openalex.org/C80551277","wikidata":"https://www.wikidata.org/wiki/Q11210","display_name":"Coordinate system","level":2,"score":0.42870259284973145},{"id":"https://openalex.org/C143753070","wikidata":"https://www.wikidata.org/wiki/Q162564","display_name":"Ultrasound","level":2,"score":0.42223218083381653},{"id":"https://openalex.org/C3019522753","wikidata":"https://www.wikidata.org/wiki/Q2657962","display_name":"Fetal heart","level":4,"score":0.41051948070526123},{"id":"https://openalex.org/C105702510","wikidata":"https://www.wikidata.org/wiki/Q514","display_name":"Anatomy","level":1,"score":0.3620706796646118},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3040681481361389},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.27567461133003235},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.14138612151145935},{"id":"https://openalex.org/C2779234561","wikidata":"https://www.wikidata.org/wiki/Q11995","display_name":"Pregnancy","level":2,"score":0.1164993941783905},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10201984643936157},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/978-3-319-24574-4_74","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-24574-4_74","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:kclpure.kcl.ac.uk:publications/4306b643-e341-414a-9afb-782d987b66bb","is_oa":false,"landing_page_url":"https://kclpure.kcl.ac.uk/portal/en/publications/4306b643-e341-414a-9afb-782d987b66bb","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Keraudren , K , Kainz , B , Oktay , O , Kyriakopoulou , V , Rutherford , M A , Hajnal , J V & Rueckert , D 2015 , Automated localization of fetal organs in MRI using random forests with steerable features . in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) . vol. 9351 , Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) , vol. 9351 , pp. 620-627 , 18th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2015 , Munich , Germany , 5/10/2015 . https://doi.org/10.1007/978-3-319-24574-4_74","raw_type":"contributionToPeriodical"},{"id":"pmh:oai:spiral.imperial.ac.uk:10044/1/27844","is_oa":false,"landing_page_url":"http://hdl.handle.net/10044/1/27844","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":"Medical Image Computing and Computer-Assisted Intervention \u2014 MICCAI 2015","raw_type":"Conference Paper"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/15","display_name":"Life in Land","score":0.7900000214576721}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W232599568","https://openalex.org/W1526682349","https://openalex.org/W1977335049","https://openalex.org/W1985125200","https://openalex.org/W2084534699","https://openalex.org/W2101234009","https://openalex.org/W2112143522","https://openalex.org/W2135931458","https://openalex.org/W2169146573","https://openalex.org/W2770880651","https://openalex.org/W2911964244","https://openalex.org/W4256447364","https://openalex.org/W6675354045"],"related_works":["https://openalex.org/W4379231730","https://openalex.org/W3012161390","https://openalex.org/W3213349779","https://openalex.org/W2384394297","https://openalex.org/W2390006007","https://openalex.org/W2366322774","https://openalex.org/W2378334795","https://openalex.org/W2057560717","https://openalex.org/W2897108883","https://openalex.org/W2124157513"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":6},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":2}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}