{"id":"https://openalex.org/W2626904196","doi":"https://doi.org/10.1109/prni.2017.7981513","title":"Tree ensemble methods and parcelling to identify brain areas related to Alzheimer\u2019s disease","display_name":"Tree ensemble methods and parcelling to identify brain areas related to Alzheimer\u2019s disease","publication_year":2017,"publication_date":"2017-06-01","ids":{"openalex":"https://openalex.org/W2626904196","doi":"https://doi.org/10.1109/prni.2017.7981513","mag":"2626904196"},"language":"en","primary_location":{"id":"doi:10.1109/prni.2017.7981513","is_oa":false,"landing_page_url":"https://doi.org/10.1109/prni.2017.7981513","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 International Workshop on Pattern Recognition in Neuroimaging (PRNI)","raw_type":"proceedings-article"},"type":"article","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/A5072803805","display_name":"Marie Wehenkel","orcid":"https://orcid.org/0000-0002-8103-221X"},"institutions":[{"id":"https://openalex.org/I157674565","display_name":"University of Li\u00e8ge","ror":"https://ror.org/00afp2z80","country_code":"BE","type":"education","lineage":["https://openalex.org/I157674565"]}],"countries":["BE"],"is_corresponding":true,"raw_author_name":"M. Wehenkel","raw_affiliation_strings":["GIGA-CRC In silico Medicine, University of Li\u00e8ge, Li\u00e8ge, Belgium"],"affiliations":[{"raw_affiliation_string":"GIGA-CRC In silico Medicine, University of Li\u00e8ge, Li\u00e8ge, Belgium","institution_ids":["https://openalex.org/I157674565"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006933724","display_name":"Christine Bastin","orcid":"https://orcid.org/0000-0002-4556-9490"},"institutions":[{"id":"https://openalex.org/I157674565","display_name":"University of Li\u00e8ge","ror":"https://ror.org/00afp2z80","country_code":"BE","type":"education","lineage":["https://openalex.org/I157674565"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"C. Bastin","raw_affiliation_strings":["GIGA-CRC In vivo Imaging, University of Li\u00e8ge, Li\u00e8ge, Belgium"],"affiliations":[{"raw_affiliation_string":"GIGA-CRC In vivo Imaging, University of Li\u00e8ge, Li\u00e8ge, Belgium","institution_ids":["https://openalex.org/I157674565"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005472608","display_name":"Christophe Phillips","orcid":"https://orcid.org/0000-0002-4990-425X"},"institutions":[{"id":"https://openalex.org/I157674565","display_name":"University of Li\u00e8ge","ror":"https://ror.org/00afp2z80","country_code":"BE","type":"education","lineage":["https://openalex.org/I157674565"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"C. Phillips","raw_affiliation_strings":["GIGA-CRC In silico Medicine, University of Li\u00e8ge, Li\u00e8ge, Belgium"],"affiliations":[{"raw_affiliation_string":"GIGA-CRC In silico Medicine, University of Li\u00e8ge, Li\u00e8ge, Belgium","institution_ids":["https://openalex.org/I157674565"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002322091","display_name":"Pierre Geurts","orcid":"https://orcid.org/0000-0001-8527-5000"},"institutions":[{"id":"https://openalex.org/I157674565","display_name":"University of Li\u00e8ge","ror":"https://ror.org/00afp2z80","country_code":"BE","type":"education","lineage":["https://openalex.org/I157674565"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"P. Geurts","raw_affiliation_strings":["Department of Electrical Engineering and Computer Science, University of Li\u00e8ge, Li\u00e8ge, Belgium"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, University of Li\u00e8ge, Li\u00e8ge, Belgium","institution_ids":["https://openalex.org/I157674565"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5072803805"],"corresponding_institution_ids":["https://openalex.org/I157674565"],"apc_list":null,"apc_paid":null,"fwci":0.9062,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.75464004,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9869999885559082,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9869999885559082,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.973800003528595,"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/T10320","display_name":"Neural Networks and Applications","score":0.9681000113487244,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.716117799282074},{"id":"https://openalex.org/keywords/neuroimaging","display_name":"Neuroimaging","score":0.6557438373565674},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6345731616020203},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5740697383880615},{"id":"https://openalex.org/keywords/dementia","display_name":"Dementia","score":0.5343168377876282},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.5084356665611267},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.4944758415222168},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.46886852383613586},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.43665748834609985},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.4269675612449646},{"id":"https://openalex.org/keywords/ensemble-learning","display_name":"Ensemble learning","score":0.4183771014213562},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.41314324736595154},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3467845022678375},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.21315255761146545},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.17537224292755127},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.16406157612800598},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08261987566947937}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.716117799282074},{"id":"https://openalex.org/C58693492","wikidata":"https://www.wikidata.org/wiki/Q551875","display_name":"Neuroimaging","level":2,"score":0.6557438373565674},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6345731616020203},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5740697383880615},{"id":"https://openalex.org/C2779483572","wikidata":"https://www.wikidata.org/wiki/Q83030","display_name":"Dementia","level":3,"score":0.5343168377876282},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.5084356665611267},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.4944758415222168},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.46886852383613586},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.43665748834609985},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.4269675612449646},{"id":"https://openalex.org/C45942800","wikidata":"https://www.wikidata.org/wiki/Q245652","display_name":"Ensemble learning","level":2,"score":0.4183771014213562},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.41314324736595154},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3467845022678375},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.21315255761146545},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.17537224292755127},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.16406157612800598},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08261987566947937},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/prni.2017.7981513","is_oa":false,"landing_page_url":"https://doi.org/10.1109/prni.2017.7981513","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 International Workshop on Pattern Recognition in Neuroimaging (PRNI)","raw_type":"proceedings-article"},{"id":"pmh:oai:orbi.ulg.ac.be:2268/211823","is_oa":false,"landing_page_url":"https://orbi.uliege.be/handle/2268/211823","pdf_url":null,"source":{"id":"https://openalex.org/S4306400651","display_name":"Open Repository and Bibliography (University of Li\u00e8ge)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I157674565","host_organization_name":"University of Li\u00e8ge","host_organization_lineage":["https://openalex.org/I157674565"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2017 International Workshop on Pattern Recognition in Neuroimaging (PRNI), proceedings (2017-06); 7th International Workshop on Pattern Recognition in Neuroimaging, Toronto, Canada [CA], 21-23 June 2017","raw_type":"peer reviewed"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W2000658130","https://openalex.org/W2008056655","https://openalex.org/W2019978710","https://openalex.org/W2023787333","https://openalex.org/W2028989537","https://openalex.org/W2040305148","https://openalex.org/W2056132907","https://openalex.org/W2058046532","https://openalex.org/W2111549425","https://openalex.org/W2122320288","https://openalex.org/W2150534249","https://openalex.org/W2155367389","https://openalex.org/W2163739552","https://openalex.org/W2171831801","https://openalex.org/W2421101021","https://openalex.org/W2911964244","https://openalex.org/W6717636612"],"related_works":["https://openalex.org/W2327340211","https://openalex.org/W2027542625","https://openalex.org/W4292199793","https://openalex.org/W2282195379","https://openalex.org/W2089784006","https://openalex.org/W2295388821","https://openalex.org/W2102312026","https://openalex.org/W3136871737","https://openalex.org/W2558685994","https://openalex.org/W4390860632"],"abstract_inverted_index":{"For":[0],"several":[1],"years,":[2],"machine":[3],"learning":[4],"approaches":[5],"have":[6],"been":[7],"increasingly":[8],"investigated":[9],"in":[10,61],"the":[11,16,51,57,62],"neuroimaging":[12],"field":[13],"to":[14,43],"help":[15],"diagnosis":[17],"of":[18,64],"dementia.":[19],"To":[20],"this":[21,23],"end,":[22],"work":[24],"proposes":[25],"a":[26],"new":[27],"pattern":[28],"recognition":[29],"technique":[30],"based":[31],"on":[32],"brain":[33,58],"parcelling,":[34],"group":[35],"selection":[36],"and":[37],"tree":[38],"ensemble":[39],"algorithms.":[40],"In":[41],"addition":[42],"prediction":[44],"performance":[45],"competitive":[46],"with":[47],"more":[48],"traditional":[49],"approaches,":[50],"method":[52],"provides":[53],"easy":[54],"interpretation":[55],"about":[56],"regions":[59],"involved":[60],"prognosis":[63],"Alzheimer's":[65],"disease.":[66]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}