{"id":"https://openalex.org/W1978054149","doi":"https://doi.org/10.1109/tmi.2012.2236651","title":"Ensemble Learning Incorporating Uncertain Registration","display_name":"Ensemble Learning Incorporating Uncertain Registration","publication_year":2012,"publication_date":"2012-12-27","ids":{"openalex":"https://openalex.org/W1978054149","doi":"https://doi.org/10.1109/tmi.2012.2236651","mag":"1978054149","pmid":"https://pubmed.ncbi.nlm.nih.gov/23288332"},"language":"en","primary_location":{"id":"doi:10.1109/tmi.2012.2236651","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmi.2012.2236651","pdf_url":null,"source":{"id":"https://openalex.org/S58069681","display_name":"IEEE Transactions on Medical Imaging","issn_l":"0278-0062","issn":["0278-0062","1558-254X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Medical Imaging","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5016753399","display_name":"Ivor Simpson","orcid":"https://orcid.org/0000-0001-5605-6626"},"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"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"I. J. A. Simpson","raw_affiliation_strings":["Institute of Biomedical Engineering, Department of Engineering Science, University of Oxford, OX3 7DQ Oxford, UK. ivor.simpson@eng.ox.ac.ukk","Dept. of Eng. Science, University of Oxford, Oxford, UK"],"affiliations":[{"raw_affiliation_string":"Institute of Biomedical Engineering, Department of Engineering Science, University of Oxford, OX3 7DQ Oxford, UK. ivor.simpson@eng.ox.ac.ukk","institution_ids":["https://openalex.org/I40120149"]},{"raw_affiliation_string":"Dept. of Eng. Science, University of Oxford, Oxford, UK","institution_ids":["https://openalex.org/I40120149"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088377480","display_name":"Mark W. Woolrich","orcid":"https://orcid.org/0000-0001-8460-8854"},"institutions":[{"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"]},{"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"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"M. W. Woolrich","raw_affiliation_strings":["Oxford Centre for Human Brain Activity, Department of Psychiatry, Oxford Centre for Functional MRI of the Brain, University of Oxford, Oxford, UK","Department of Psychiatry, University of Oxford , Oxford , UK ;"],"affiliations":[{"raw_affiliation_string":"Oxford Centre for Human Brain Activity, Department of Psychiatry, Oxford Centre for Functional MRI of the Brain, University of Oxford, Oxford, UK","institution_ids":["https://openalex.org/I4210101881","https://openalex.org/I40120149"]},{"raw_affiliation_string":"Department of Psychiatry, University of Oxford , Oxford , UK ;","institution_ids":["https://openalex.org/I40120149"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067061176","display_name":"Jesper Andersson","orcid":"https://orcid.org/0000-0003-0290-839X"},"institutions":[{"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"]},{"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"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"J. L. R. Andersson","raw_affiliation_strings":["Oxford Centre for Functional MRI of the Brain, University of Oxford, Oxford, UK","Oxford Centre for Functional MRI of the Brain, University of Oxford, Oxford, UK;"],"affiliations":[{"raw_affiliation_string":"Oxford Centre for Functional MRI of the Brain, University of Oxford, Oxford, UK","institution_ids":["https://openalex.org/I4210101881","https://openalex.org/I40120149"]},{"raw_affiliation_string":"Oxford Centre for Functional MRI of the Brain, University of Oxford, Oxford, UK;","institution_ids":["https://openalex.org/I4210101881","https://openalex.org/I40120149"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010654777","display_name":"Adrian R. Groves","orcid":null},"institutions":[{"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"]},{"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"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"A. R. Groves","raw_affiliation_strings":["Oxford Centre for Functional MRI of the Brain, University of Oxford, Oxford, UK","Oxford Centre for Functional MRI of the Brain, University of Oxford, Oxford, UK;"],"affiliations":[{"raw_affiliation_string":"Oxford Centre for Functional MRI of the Brain, University of Oxford, Oxford, UK","institution_ids":["https://openalex.org/I4210101881","https://openalex.org/I40120149"]},{"raw_affiliation_string":"Oxford Centre for Functional MRI of the Brain, University of Oxford, Oxford, UK;","institution_ids":["https://openalex.org/I4210101881","https://openalex.org/I40120149"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019012882","display_name":"Julia A. Schnabel","orcid":"https://orcid.org/0000-0001-6107-3009"},"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"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"J. A. Schnabel","raw_affiliation_strings":["Institute of Biomedical Engineering, Department of Engineering Science, University of Oxford, Oxford, UK","Dept. of Eng. Science, University of Oxford, Oxford, UK"],"affiliations":[{"raw_affiliation_string":"Institute of Biomedical Engineering, Department of Engineering Science, University of Oxford, Oxford, UK","institution_ids":["https://openalex.org/I40120149"]},{"raw_affiliation_string":"Dept. of Eng. Science, University of Oxford, Oxford, UK","institution_ids":["https://openalex.org/I40120149"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5016753399"],"corresponding_institution_ids":["https://openalex.org/I40120149"],"apc_list":null,"apc_paid":null,"fwci":2.2548,"has_fulltext":false,"cited_by_count":27,"citation_normalized_percentile":{"value":0.86746516,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"32","issue":"4","first_page":"748","last_page":"756"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11304","display_name":"Advanced Neuroimaging Techniques and Applications","score":0.9991000294685364,"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":0.9991000294685364,"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":0.9603000283241272,"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/artificial-intelligence","display_name":"Artificial intelligence","score":0.7714416980743408},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.640099048614502},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6334778070449829},{"id":"https://openalex.org/keywords/ensemble-learning","display_name":"Ensemble learning","score":0.5908432602882385},{"id":"https://openalex.org/keywords/voxel","display_name":"Voxel","score":0.5656710863113403},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.5616658926010132},{"id":"https://openalex.org/keywords/probability-distribution","display_name":"Probability distribution","score":0.43433383107185364},{"id":"https://openalex.org/keywords/feature-vector","display_name":"Feature vector","score":0.41724133491516113},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.40494972467422485},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.26926329731941223},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.16333958506584167}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7714416980743408},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.640099048614502},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6334778070449829},{"id":"https://openalex.org/C45942800","wikidata":"https://www.wikidata.org/wiki/Q245652","display_name":"Ensemble learning","level":2,"score":0.5908432602882385},{"id":"https://openalex.org/C54170458","wikidata":"https://www.wikidata.org/wiki/Q663554","display_name":"Voxel","level":2,"score":0.5656710863113403},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.5616658926010132},{"id":"https://openalex.org/C149441793","wikidata":"https://www.wikidata.org/wiki/Q200726","display_name":"Probability distribution","level":2,"score":0.43433383107185364},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.41724133491516113},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.40494972467422485},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.26926329731941223},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.16333958506584167}],"mesh":[{"descriptor_ui":"D000544","descriptor_name":"Alzheimer Disease","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D000544","descriptor_name":"Alzheimer Disease","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D000544","descriptor_name":"Alzheimer Disease","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000033","qualifier_name":"anatomy & histology","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000033","qualifier_name":"anatomy & histology","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000033","qualifier_name":"anatomy & histology","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012044","descriptor_name":"Regression Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012044","descriptor_name":"Regression Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012044","descriptor_name":"Regression Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016000","descriptor_name":"Cluster Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016000","descriptor_name":"Cluster Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016000","descriptor_name":"Cluster Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016022","descriptor_name":"Case-Control Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016022","descriptor_name":"Case-Control Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016022","descriptor_name":"Case-Control Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D049268","descriptor_name":"Positron-Emission Tomography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D049268","descriptor_name":"Positron-Emission Tomography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D049268","descriptor_name":"Positron-Emission Tomography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D060388","descriptor_name":"Support Vector Machine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D060388","descriptor_name":"Support Vector Machine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D060388","descriptor_name":"Support Vector Machine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":6,"locations":[{"id":"doi:10.1109/tmi.2012.2236651","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmi.2012.2236651","pdf_url":null,"source":{"id":"https://openalex.org/S58069681","display_name":"IEEE Transactions on Medical Imaging","issn_l":"0278-0062","issn":["0278-0062","1558-254X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Medical Imaging","raw_type":"journal-article"},{"id":"pmid:23288332","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/23288332","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on medical imaging","raw_type":null},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.701.2057","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.701.2057","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www0.cs.ucl.ac.uk/staff/I.Simpson/papers/ISimpsonTMI2013.pdf","raw_type":"text"},{"id":"pmh:oai:eprints.ucl.ac.uk.OAI2:1401623","is_oa":false,"landing_page_url":"http://discovery.ucl.ac.uk/1401623/","pdf_url":null,"source":{"id":"https://openalex.org/S4306400024","display_name":"UCL Discovery (University College London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I45129253","host_organization_name":"University College London","host_organization_lineage":["https://openalex.org/I45129253"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"   IEEE Transactions on Medical Imaging , 32  (4)   748 - 756.   (2013)      ","raw_type":"Article"},{"id":"pmh:oai:kclpure.kcl.ac.uk:publications/50ed9ec4-2389-449f-a112-09af049df792","is_oa":false,"landing_page_url":"https://kclpure.kcl.ac.uk/portal/en/publications/50ed9ec4-2389-449f-a112-09af049df792","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Simpson , I J A , Woolrich , M W , Andersson , J R , Groves , A R &amp; Schnabel , J 2013 , ' Ensemble learning incorporating uncertain registration ' , Ieee Transactions on Medical Imaging , vol. 32 , no. 4 , 6395830 , pp. 748-756 . https://doi.org/10.1109/TMI.2012.2236651","raw_type":"article"},{"id":"pmh:oai:ora.ox.ac.uk:uuid:0711e4d6-42e8-4bba-8c9b-ab2959ff95e3","is_oa":false,"landing_page_url":"https://ora.ox.ac.uk/objects/uuid:0711e4d6-42e8-4bba-8c9b-ab2959ff95e3","pdf_url":null,"source":{"id":"https://openalex.org/S4306402636","display_name":"Oxford University Research Archive (ORA) (University of Oxford)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I40120149","host_organization_name":"University of Oxford","host_organization_lineage":["https://openalex.org/I40120149"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"PubMed (http://www.ncbi.nlm.nih.gov/pubmed/)","raw_type":"Journal article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.5699999928474426}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":50,"referenced_works":["https://openalex.org/W12934292","https://openalex.org/W1513658784","https://openalex.org/W1516111018","https://openalex.org/W1534477342","https://openalex.org/W1553976974","https://openalex.org/W1563088657","https://openalex.org/W1585202308","https://openalex.org/W1603903339","https://openalex.org/W1648445109","https://openalex.org/W1831299220","https://openalex.org/W1973637437","https://openalex.org/W1978054149","https://openalex.org/W1980405727","https://openalex.org/W1983482668","https://openalex.org/W2009795040","https://openalex.org/W2020608997","https://openalex.org/W2028436804","https://openalex.org/W2040615655","https://openalex.org/W2041053197","https://openalex.org/W2051908617","https://openalex.org/W2057623975","https://openalex.org/W2063136428","https://openalex.org/W2071881327","https://openalex.org/W2076114154","https://openalex.org/W2078604986","https://openalex.org/W2078998718","https://openalex.org/W2079158221","https://openalex.org/W2099602289","https://openalex.org/W2102099319","https://openalex.org/W2107297021","https://openalex.org/W2113576511","https://openalex.org/W2117897510","https://openalex.org/W2118421222","https://openalex.org/W2119848633","https://openalex.org/W2134037853","https://openalex.org/W2136573752","https://openalex.org/W2142456468","https://openalex.org/W2143826137","https://openalex.org/W2144314866","https://openalex.org/W2148726987","https://openalex.org/W2153171432","https://openalex.org/W2153635508","https://openalex.org/W2171781860","https://openalex.org/W2171831801","https://openalex.org/W2912934387","https://openalex.org/W4212883601","https://openalex.org/W4243562335","https://openalex.org/W4285719527","https://openalex.org/W6635168492","https://openalex.org/W6644538391"],"related_works":["https://openalex.org/W3027020613","https://openalex.org/W2016533837","https://openalex.org/W3167885074","https://openalex.org/W2892386716","https://openalex.org/W4306164210","https://openalex.org/W1998563493","https://openalex.org/W4313316311","https://openalex.org/W4362608745","https://openalex.org/W2009776842","https://openalex.org/W1935138604"],"abstract_inverted_index":{"This":[0,18,48,76,105],"paper":[1],"proposes":[2],"a":[3,38,118,124,157],"novel":[4],"approach":[5,164,178],"for":[6,71],"improving":[7],"the":[8,50,53,78,101,133],"accuracy":[9],"of":[10,40,52,55,80,103,126,132],"statistical":[11,184],"prediction":[12,185],"methods":[13],"in":[14,128,145],"spatially":[15,56],"normalized":[16,57],"analysis.":[17],"is":[19,34,106,189],"achieved":[20],"by":[21],"incorporating":[22],"registration":[23,32,188],"uncertainty":[24,102],"into":[25],"an":[26,88,143],"ensemble":[27,89,159],"learning":[28,90,160],"scheme.":[29],"A":[30],"probabilistic":[31],"method":[33,140],"used":[35],"to":[36,99,108,142,182],"estimate":[37],"distribution":[39,54],"probable":[41],"mappings":[42],"between":[43],"subject":[44],"and":[45,150],"atlas":[46],"space.":[47],"allows":[49,77],"estimation":[51],"feature":[58],"data,":[59],"e.g.,":[60],"grey":[61],"matter":[62],"probability":[63],"maps.":[64],"From":[65],"this":[66,177],"distribution,":[67],"samples":[68,95],"are":[69,84],"drawn":[70],"use":[72],"as":[73],"training":[74],"examples.":[75],"creation":[79],"multiple":[81],"predictors,":[82],"which":[83],"subsequently":[85],"combined":[86],"using":[87,117,147],"approach.":[91],"Furthermore,":[92],"extra":[93],"testing":[94],"can":[96],"be":[97,180],"generated":[98],"measure":[100],"prediction.":[104],"applied":[107,181],"separating":[109],"subjects":[110],"with":[111],"Alzheimer's":[112],"disease":[113],"from":[114],"normal":[115],"controls":[116],"linear":[119],"support":[120],"vector":[121],"machine":[122],"on":[123],"region":[125],"interest":[127],"magnetic":[129],"resonance":[130],"images":[131],"brain.":[134],"We":[135,174],"show":[136],"that":[137,176],"our":[138],"proposed":[139,163],"leads":[141],"improvement":[144],"discrimination":[146],"voxel-based":[148],"morphometry":[149,153],"deformation":[151],"tensor-based":[152],"over":[154],"bootstrap":[155,172],"aggregating,":[156],"common":[158],"framework.":[161],"The":[162],"also":[165],"generates":[166],"more":[167],"reasonable":[168],"soft-classification":[169],"predictions":[170],"than":[171],"aggregating.":[173],"expect":[175],"could":[179],"other":[183],"tasks":[186],"where":[187],"important.":[190]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":5},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
