{"id":"https://openalex.org/W2054982005","doi":"https://doi.org/10.1017/s0269888911000154","title":"The development of a graphical user interface, functional elements and classifiers for the non-invasive characterization of childhood brain tumours using magnetic resonance spectroscopy","display_name":"The development of a graphical user interface, functional elements and classifiers for the non-invasive characterization of childhood brain tumours using magnetic resonance spectroscopy","publication_year":2011,"publication_date":"2011-07-28","ids":{"openalex":"https://openalex.org/W2054982005","doi":"https://doi.org/10.1017/s0269888911000154","mag":"2054982005"},"language":"en","primary_location":{"id":"doi:10.1017/s0269888911000154","is_oa":true,"landing_page_url":"https://doi.org/10.1017/s0269888911000154","pdf_url":"https://www.cambridge.org/core/services/aop-cambridge-core/content/view/A727F00DB6A19B79C16716B9CF9F53B3/S0269888911000154a.pdf/div-class-title-the-development-of-a-graphical-user-interface-functional-elements-and-classifiers-for-the-non-invasive-characterization-of-childhood-brain-tumours-using-magnetic-resonance-spectroscopy-div.pdf","source":{"id":"https://openalex.org/S137506714","display_name":"The Knowledge Engineering Review","issn_l":"0269-8889","issn":["0269-8889","1469-8005"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311721","host_organization_name":"Cambridge University Press","host_organization_lineage":["https://openalex.org/P4310311721","https://openalex.org/P4310311702"],"host_organization_lineage_names":["Cambridge University Press","University of Cambridge"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Knowledge Engineering Review","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://www.cambridge.org/core/services/aop-cambridge-core/content/view/A727F00DB6A19B79C16716B9CF9F53B3/S0269888911000154a.pdf/div-class-title-the-development-of-a-graphical-user-interface-functional-elements-and-classifiers-for-the-non-invasive-characterization-of-childhood-brain-tumours-using-magnetic-resonance-spectroscopy-div.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5111766228","display_name":"Alexander Gibb","orcid":null},"institutions":[{"id":"https://openalex.org/I4210100347","display_name":"Birmingham Children's Hospital","ror":"https://ror.org/017k80q27","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I4210100347","https://openalex.org/I4210155225"]},{"id":"https://openalex.org/I79619799","display_name":"University of Birmingham","ror":"https://ror.org/03angcq70","country_code":"GB","type":"education","lineage":["https://openalex.org/I79619799"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Alexander Gibb","raw_affiliation_strings":["Birmingham Children's Hospital NHS Foundation Trust, Birmingham, UK","School of Cancer Sciences, University of Birmingham, Birmingham, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Birmingham Children's Hospital NHS Foundation Trust, Birmingham, UK","institution_ids":["https://openalex.org/I4210100347"]},{"raw_affiliation_string":"School of Cancer Sciences, University of Birmingham, Birmingham, UK","institution_ids":["https://openalex.org/I79619799"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035605136","display_name":"John M. Easton","orcid":"https://orcid.org/0000-0001-8745-6753"},"institutions":[{"id":"https://openalex.org/I3133184724","display_name":"University College Birmingham","ror":"https://ror.org/042ver755","country_code":"GB","type":"education","lineage":["https://openalex.org/I3133184724"]},{"id":"https://openalex.org/I79619799","display_name":"University of Birmingham","ror":"https://ror.org/03angcq70","country_code":"GB","type":"education","lineage":["https://openalex.org/I79619799"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"John Easton","raw_affiliation_strings":["School of Electronic, Electrical and Computer Engineering, University of Birmingham, Birmingham, UK; e-mail:","School of Electronic, Electrical and Computer Engineering, University of Birmingham, Birmingham, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronic, Electrical and Computer Engineering, University of Birmingham, Birmingham, UK; e-mail:","institution_ids":["https://openalex.org/I79619799","https://openalex.org/I3133184724"]},{"raw_affiliation_string":"School of Electronic, Electrical and Computer Engineering, University of Birmingham, Birmingham, UK","institution_ids":["https://openalex.org/I79619799"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039293840","display_name":"Nigel P. Davies","orcid":"https://orcid.org/0000-0002-7978-5511"},"institutions":[{"id":"https://openalex.org/I1308923049","display_name":"University Hospitals Birmingham NHS Foundation Trust","ror":"https://ror.org/014ja3n03","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I1308923049"]},{"id":"https://openalex.org/I4210100347","display_name":"Birmingham Children's Hospital","ror":"https://ror.org/017k80q27","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I4210100347","https://openalex.org/I4210155225"]},{"id":"https://openalex.org/I79619799","display_name":"University of Birmingham","ror":"https://ror.org/03angcq70","country_code":"GB","type":"education","lineage":["https://openalex.org/I79619799"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Nigel Davies","raw_affiliation_strings":["Birmingham Children's Hospital NHS Foundation Trust, Birmingham, UK","School of Cancer Sciences, University of Birmingham, Birmingham, UK","University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Birmingham Children's Hospital NHS Foundation Trust, Birmingham, UK","institution_ids":["https://openalex.org/I4210100347"]},{"raw_affiliation_string":"School of Cancer Sciences, University of Birmingham, Birmingham, UK","institution_ids":["https://openalex.org/I79619799"]},{"raw_affiliation_string":"University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK","institution_ids":["https://openalex.org/I1308923049"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058947387","display_name":"Yu Sun","orcid":"https://orcid.org/0000-0001-6729-139X"},"institutions":[{"id":"https://openalex.org/I4210100347","display_name":"Birmingham Children's Hospital","ror":"https://ror.org/017k80q27","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I4210100347","https://openalex.org/I4210155225"]},{"id":"https://openalex.org/I79619799","display_name":"University of Birmingham","ror":"https://ror.org/03angcq70","country_code":"GB","type":"education","lineage":["https://openalex.org/I79619799"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"YU Sun","raw_affiliation_strings":["Birmingham Children's Hospital NHS Foundation Trust, Birmingham, UK","School of Cancer Sciences, University of Birmingham, Birmingham, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Birmingham Children's Hospital NHS Foundation Trust, Birmingham, UK","institution_ids":["https://openalex.org/I4210100347"]},{"raw_affiliation_string":"School of Cancer Sciences, University of Birmingham, Birmingham, UK","institution_ids":["https://openalex.org/I79619799"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036136411","display_name":"Lesley MacPherson","orcid":"https://orcid.org/0000-0001-5017-3135"},"institutions":[{"id":"https://openalex.org/I4210100347","display_name":"Birmingham Children's Hospital","ror":"https://ror.org/017k80q27","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I4210100347","https://openalex.org/I4210155225"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Lesley MacPherson","raw_affiliation_strings":["Birmingham Children's Hospital NHS Foundation Trust, Birmingham, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Birmingham Children's Hospital NHS Foundation Trust, Birmingham, UK","institution_ids":["https://openalex.org/I4210100347"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108485514","display_name":"K. Natarajan","orcid":null},"institutions":[{"id":"https://openalex.org/I1308923049","display_name":"University Hospitals Birmingham NHS Foundation Trust","ror":"https://ror.org/014ja3n03","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I1308923049"]},{"id":"https://openalex.org/I4210100347","display_name":"Birmingham Children's Hospital","ror":"https://ror.org/017k80q27","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I4210100347","https://openalex.org/I4210155225"]},{"id":"https://openalex.org/I79619799","display_name":"University of Birmingham","ror":"https://ror.org/03angcq70","country_code":"GB","type":"education","lineage":["https://openalex.org/I79619799"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Kal Natarajan","raw_affiliation_strings":["Birmingham Children's Hospital NHS Foundation Trust, Birmingham, UK","School of Cancer Sciences, University of Birmingham, Birmingham, UK","University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Birmingham Children's Hospital NHS Foundation Trust, Birmingham, UK","institution_ids":["https://openalex.org/I4210100347"]},{"raw_affiliation_string":"School of Cancer Sciences, University of Birmingham, Birmingham, UK","institution_ids":["https://openalex.org/I79619799"]},{"raw_affiliation_string":"University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK","institution_ids":["https://openalex.org/I1308923049"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026657286","display_name":"Theodoros N. Arvanitis","orcid":"https://orcid.org/0000-0001-5473-135X"},"institutions":[{"id":"https://openalex.org/I3133184724","display_name":"University College Birmingham","ror":"https://ror.org/042ver755","country_code":"GB","type":"education","lineage":["https://openalex.org/I3133184724"]},{"id":"https://openalex.org/I4210100347","display_name":"Birmingham Children's Hospital","ror":"https://ror.org/017k80q27","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I4210100347","https://openalex.org/I4210155225"]},{"id":"https://openalex.org/I79619799","display_name":"University of Birmingham","ror":"https://ror.org/03angcq70","country_code":"GB","type":"education","lineage":["https://openalex.org/I79619799"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Theodoros Arvanitis","raw_affiliation_strings":["Birmingham Children's Hospital NHS Foundation Trust, Birmingham, UK","School of Electronic, Electrical and Computer Engineering, University of Birmingham, Birmingham, UK; e-mail:","School of Electronic, Electrical and Computer Engineering, University of Birmingham, Birmingham, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Birmingham Children's Hospital NHS Foundation Trust, Birmingham, UK","institution_ids":["https://openalex.org/I4210100347"]},{"raw_affiliation_string":"School of Electronic, Electrical and Computer Engineering, University of Birmingham, Birmingham, UK; e-mail:","institution_ids":["https://openalex.org/I79619799","https://openalex.org/I3133184724"]},{"raw_affiliation_string":"School of Electronic, Electrical and Computer Engineering, University of Birmingham, Birmingham, UK","institution_ids":["https://openalex.org/I79619799"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089084978","display_name":"Andrew C. Peet","orcid":"https://orcid.org/0000-0002-4846-5152"},"institutions":[{"id":"https://openalex.org/I4210100347","display_name":"Birmingham Children's Hospital","ror":"https://ror.org/017k80q27","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I4210100347","https://openalex.org/I4210155225"]},{"id":"https://openalex.org/I79619799","display_name":"University of Birmingham","ror":"https://ror.org/03angcq70","country_code":"GB","type":"education","lineage":["https://openalex.org/I79619799"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Andrew Peet","raw_affiliation_strings":["Birmingham Children's Hospital NHS Foundation Trust, Birmingham, UK","School of Cancer Sciences, University of Birmingham, Birmingham, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Birmingham Children's Hospital NHS Foundation Trust, Birmingham, UK","institution_ids":["https://openalex.org/I4210100347"]},{"raw_affiliation_string":"School of Cancer Sciences, University of Birmingham, Birmingham, UK","institution_ids":["https://openalex.org/I79619799"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5026657286"],"corresponding_institution_ids":["https://openalex.org/I3133184724","https://openalex.org/I4210100347","https://openalex.org/I79619799"],"apc_list":null,"apc_paid":null,"fwci":0.8052,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.7491804,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"26","issue":"3","first_page":"353","last_page":"363"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10378","display_name":"Advanced MRI Techniques and Applications","score":0.9979000091552734,"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/T10378","display_name":"Advanced MRI Techniques and Applications","score":0.9979000091552734,"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/T10885","display_name":"Gene expression and cancer classification","score":0.9897000193595886,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10129","display_name":"Glioma Diagnosis and Treatment","score":0.9775000214576721,"subfield":{"id":"https://openalex.org/subfields/2716","display_name":"Genetics"},"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/graphical-user-interface","display_name":"Graphical user interface","score":0.659634530544281},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6419119834899902},{"id":"https://openalex.org/keywords/medical-diagnosis","display_name":"Medical diagnosis","score":0.6049854755401611},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5948631763458252},{"id":"https://openalex.org/keywords/interface","display_name":"Interface (matter)","score":0.5918377637863159},{"id":"https://openalex.org/keywords/decision-support-system","display_name":"Decision support system","score":0.5294577479362488},{"id":"https://openalex.org/keywords/user-interface","display_name":"User interface","score":0.4534192681312561},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.4026928246021271},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.39220452308654785},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37833505868911743},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3541952967643738},{"id":"https://openalex.org/keywords/medical-physics","display_name":"Medical physics","score":0.35119742155075073},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.24873816967010498}],"concepts":[{"id":"https://openalex.org/C37789001","wikidata":"https://www.wikidata.org/wiki/Q782543","display_name":"Graphical user interface","level":2,"score":0.659634530544281},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6419119834899902},{"id":"https://openalex.org/C534262118","wikidata":"https://www.wikidata.org/wiki/Q177719","display_name":"Medical diagnosis","level":2,"score":0.6049854755401611},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5948631763458252},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.5918377637863159},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.5294577479362488},{"id":"https://openalex.org/C89505385","wikidata":"https://www.wikidata.org/wiki/Q47146","display_name":"User interface","level":2,"score":0.4534192681312561},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.4026928246021271},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.39220452308654785},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37833505868911743},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3541952967643738},{"id":"https://openalex.org/C19527891","wikidata":"https://www.wikidata.org/wiki/Q1120908","display_name":"Medical physics","level":1,"score":0.35119742155075073},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.24873816967010498},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C157915830","wikidata":"https://www.wikidata.org/wiki/Q2928001","display_name":"Bubble","level":2,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C129307140","wikidata":"https://www.wikidata.org/wiki/Q6795880","display_name":"Maximum bubble pressure method","level":3,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1017/s0269888911000154","is_oa":true,"landing_page_url":"https://doi.org/10.1017/s0269888911000154","pdf_url":"https://www.cambridge.org/core/services/aop-cambridge-core/content/view/A727F00DB6A19B79C16716B9CF9F53B3/S0269888911000154a.pdf/div-class-title-the-development-of-a-graphical-user-interface-functional-elements-and-classifiers-for-the-non-invasive-characterization-of-childhood-brain-tumours-using-magnetic-resonance-spectroscopy-div.pdf","source":{"id":"https://openalex.org/S137506714","display_name":"The Knowledge Engineering Review","issn_l":"0269-8889","issn":["0269-8889","1469-8005"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311721","host_organization_name":"Cambridge University Press","host_organization_lineage":["https://openalex.org/P4310311721","https://openalex.org/P4310311702"],"host_organization_lineage_names":["Cambridge University Press","University of Cambridge"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Knowledge Engineering Review","raw_type":"journal-article"},{"id":"pmh:oai:pure.atira.dk:publications/4a3aa651-fbd0-4710-a2ac-a9fb372446ad","is_oa":true,"landing_page_url":"https://research.birmingham.ac.uk/en/publications/4a3aa651-fbd0-4710-a2ac-a9fb372446ad","pdf_url":"https://research.birmingham.ac.uk/portal/en/publications/the-development-of-a-graphical-user-interface-functional-elements-and-classifiers-for-the-noninvasive-characterization-of-childhood-brain-tumours-using-magnetic-resonance-spectroscopy(4a3aa651-fbd0-4710-a2ac-a9fb372446ad).html","source":{"id":"https://openalex.org/S4306402634","display_name":"University of Birmingham Research Portal (University of Birmingham)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79619799","host_organization_name":"University of Birmingham","host_organization_lineage":["https://openalex.org/I79619799"],"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":"Gibb , A , Easton , J , Davies , N , Sun , Y , Macpherson , L , Natarajan , K , Arvanitis , T & Peet , A 2011 , ' The development of a graphical user interface, functional elements and classifiers for the non-invasive characterization of childhood brain tumours using magnetic resonance spectroscopy ' , Knowledge Engineering Review , vol. 26 , no. 3 , pp. 353-363 . https://doi.org/10.1017/S0269888911000154","raw_type":"article"},{"id":"pmh:oai:pure.atira.dk:Publications/4a3aa651-fbd0-4710-a2ac-a9fb372446ad","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306402634","display_name":"University of Birmingham Research Portal (University of Birmingham)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79619799","host_organization_name":"University of Birmingham","host_organization_lineage":["https://openalex.org/I79619799"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""}],"best_oa_location":{"id":"doi:10.1017/s0269888911000154","is_oa":true,"landing_page_url":"https://doi.org/10.1017/s0269888911000154","pdf_url":"https://www.cambridge.org/core/services/aop-cambridge-core/content/view/A727F00DB6A19B79C16716B9CF9F53B3/S0269888911000154a.pdf/div-class-title-the-development-of-a-graphical-user-interface-functional-elements-and-classifiers-for-the-non-invasive-characterization-of-childhood-brain-tumours-using-magnetic-resonance-spectroscopy-div.pdf","source":{"id":"https://openalex.org/S137506714","display_name":"The Knowledge Engineering Review","issn_l":"0269-8889","issn":["0269-8889","1469-8005"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311721","host_organization_name":"Cambridge University Press","host_organization_lineage":["https://openalex.org/P4310311721","https://openalex.org/P4310311702"],"host_organization_lineage_names":["Cambridge University Press","University of Cambridge"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Knowledge Engineering Review","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities","score":0.5199999809265137}],"awards":[],"funders":[{"id":"https://openalex.org/F4320312932","display_name":"Children's Cancer and Leukaemia Group","ror":"https://ror.org/057h5sf90"},{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2054982005.pdf","grobid_xml":"https://content.openalex.org/works/W2054982005.grobid-xml"},"referenced_works_count":33,"referenced_works":["https://openalex.org/W571287195","https://openalex.org/W1491504725","https://openalex.org/W1505095396","https://openalex.org/W1530356135","https://openalex.org/W1795835701","https://openalex.org/W1980560915","https://openalex.org/W1981014506","https://openalex.org/W1984388450","https://openalex.org/W1993474898","https://openalex.org/W1998061827","https://openalex.org/W2030116539","https://openalex.org/W2038931331","https://openalex.org/W2047228628","https://openalex.org/W2078294053","https://openalex.org/W2084681095","https://openalex.org/W2088851040","https://openalex.org/W2094838452","https://openalex.org/W2100085057","https://openalex.org/W2100985265","https://openalex.org/W2109028648","https://openalex.org/W2121266506","https://openalex.org/W2121800619","https://openalex.org/W2125433565","https://openalex.org/W2125848031","https://openalex.org/W2143619463","https://openalex.org/W2158685692","https://openalex.org/W2160382843","https://openalex.org/W2312829060","https://openalex.org/W2476954152","https://openalex.org/W2611369375","https://openalex.org/W3001796748","https://openalex.org/W4255470534","https://openalex.org/W6631608096"],"related_works":["https://openalex.org/W3180179400","https://openalex.org/W2118366689","https://openalex.org/W2154998455","https://openalex.org/W2116888309","https://openalex.org/W1649706580","https://openalex.org/W2477652530","https://openalex.org/W2039055059","https://openalex.org/W3195608031","https://openalex.org/W2381088774","https://openalex.org/W963721989"],"abstract_inverted_index":{"Abstract":[0],"Magnetic":[1],"resonance":[2,293],"spectroscopy":[3],"(MRS)":[4],"is":[5,135,223],"a":[6,57,73,132,140,161,197,243,265,297,303,309,313,319],"non-invasive":[7],"method,":[8],"which":[9,222,270],"can":[10],"provide":[11,139],"diagnostic":[12,109,254,278],"information":[13,207],"on":[14,291],"children":[15,247],"with":[16,143,193,248],"brain":[17,82,106,150,183,329],"tumours.":[18,83],"The":[19,171,235],"technique":[20],"has":[21],"not":[22],"been":[23],"widely":[24],"used":[25],"in":[26,61,176,332],"clinical":[27,67,89],"practice,":[28],"partly":[29],"because":[30],"of":[31,34,45,64,72,81,93,104,113,146,158,164,173,179,196,232,237,246,267,300],"the":[32,43,62,77,88,102,114,128,177,180,194,202,210,216,276,323],"difficulty":[33],"developing":[35,94],"robust":[36],"classifiers":[37],"from":[38,127,186],"small":[39,156,244],"patient":[40],"numbers":[41,157,274],"and":[42,79,91,131,160,228,260,306],"challenge":[44],"providing":[46],"decision":[47],"support":[48],"systems":[49],"(DSSs)":[50],"acceptable":[51],"to":[52,138,189,204,208,275,325],"clinicians.":[53],"This":[54,218,316],"paper":[55],"describes":[56],"participatory":[58],"design":[59],"approach":[60,168,192,219],"development":[63],"an":[65,98,144,190],"interactive":[66,95],"user":[68,130],"interface,":[69],"as":[70,111],"part":[71,112],"distributed":[74],"DSS":[75,121,181,199,317],"for":[76,97,108,182,215,242,302,308,322,328],"diagnosis":[78,141,152,185,214,331],"prognosis":[80],"In":[84,148],"particular,":[85],"we":[86],"consider":[87],"need":[90],"context":[92],"elements":[96],"interface":[99],"that":[100,221],"facilitates":[101],"classification":[103,298],"childhood":[105,149],"tumours,":[107],"purposes,":[110],"HealthAgents":[115],"European":[116],"Union":[117],"project.":[118],"Previous":[119],"MRS-based":[120],"tools":[122],"have":[123],"required":[124],"little":[125],"input":[126,205],"clinician":[129,203,324],"raw":[133],"spectrum":[134],"essentially":[136],"processed":[137],"sometimes":[142],"estimate":[145],"error.":[147,234],"tumour":[151,184,330],"where":[153],"there":[154],"are":[155],"cases":[159],"large":[162],"number":[163],"potential":[165,233],"diagnoses,":[166],"this":[167,238],"becomes":[169],"intractable.":[170],"involvement":[172],"clinicians":[174,227],"directly":[175],"designing":[178],"MRS":[187,327],"led":[188],"alternative":[191],"creation":[195],"flexible":[198,320],"that,":[200],"allows":[201],"prior":[206],"create":[209],"most":[211],"relevant":[212],"differential":[213],"DSS.":[217],"mirrors":[220],"currently":[224],"taken":[225],"by":[226,251,287],"removes":[229],"many":[230],"sources":[231],"validity":[236],"strategy":[239],"was":[240],"confirmed":[241],"cohort":[245],"cerebellar":[249],"tumours":[250,269],"combining":[252],"two":[253],"types,":[255],"pilocytic":[256],"astrocytomas":[257],"(11":[258],"cases)":[259,263],"ependymomas":[261],"(four":[262],"into":[264],"class":[266],"glial":[268],"then":[271],"had":[272],"similar":[273],"other":[277],"type,":[279],"medulloblastomas":[280],"(18":[281],"cases).":[282],"Principal":[283],"component":[284],"analysis":[285,290],"followed":[286],"linear":[288],"discriminant":[289],"magnetic":[292],"spectral":[294],"data":[295],"gave":[296],"accuracy":[299],"91%":[301],"three-class":[304],"classifier":[305,311],"94%":[307],"two-class":[310],"using":[312],"leave-one-out":[314],"analysis.":[315],"provides":[318],"method":[321],"use":[326],"children.":[333]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
