{"id":"https://openalex.org/W2805478493","doi":"https://doi.org/10.1007/s11517-018-1853-9","title":"Dynamic ensemble selection of learner-descriptor classifiers to assess curve types in adolescent idiopathic scoliosis","display_name":"Dynamic ensemble selection of learner-descriptor classifiers to assess curve types in adolescent idiopathic scoliosis","publication_year":2018,"publication_date":"2018-06-08","ids":{"openalex":"https://openalex.org/W2805478493","doi":"https://doi.org/10.1007/s11517-018-1853-9","mag":"2805478493","pmid":"https://pubmed.ncbi.nlm.nih.gov/29949021"},"language":"en","primary_location":{"id":"doi:10.1007/s11517-018-1853-9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11517-018-1853-9","pdf_url":null,"source":{"id":"https://openalex.org/S46300952","display_name":"Medical & Biological Engineering & Computing","issn_l":"0140-0118","issn":["0140-0118","1741-0444"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Medical &amp; Biological Engineering &amp; Computing","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/A5083474749","display_name":"Edgar Garc\u00eda-Cano","orcid":"https://orcid.org/0000-0002-2644-1547"},"institutions":[{"id":"https://openalex.org/I9736820","display_name":"\u00c9cole de Technologie Sup\u00e9rieure","ror":"https://ror.org/0020snb74","country_code":"CA","type":"education","lineage":["https://openalex.org/I49663120","https://openalex.org/I9736820"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Edgar Garc\u00eda-Cano","raw_affiliation_strings":["\u00c9cole de technologie sup\u00e9rieure, 1100 Notre-Dame Street West, Montreal, Quebec, H3C 1K3, Canada. eegkno@gmail.com","\u00c9cole de technologie sup\u00e9rieure, 1100 Notre-Dame Street West, Montreal, Quebec, H3C 1K3, Canada"],"raw_orcid":"https://orcid.org/0000-0002-2644-1547","affiliations":[{"raw_affiliation_string":"\u00c9cole de technologie sup\u00e9rieure, 1100 Notre-Dame Street West, Montreal, Quebec, H3C 1K3, Canada. eegkno@gmail.com","institution_ids":["https://openalex.org/I9736820"]},{"raw_affiliation_string":"\u00c9cole de technologie sup\u00e9rieure, 1100 Notre-Dame Street West, Montreal, Quebec, H3C 1K3, Canada","institution_ids":["https://openalex.org/I9736820"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091726026","display_name":"Fernando Ar\u00e1mbula Cos\u0131\u0301o","orcid":"https://orcid.org/0000-0001-7607-7686"},"institutions":[{"id":"https://openalex.org/I8961855","display_name":"Universidad Nacional Aut\u00f3noma de M\u00e9xico","ror":"https://ror.org/01tmp8f25","country_code":"MX","type":"education","lineage":["https://openalex.org/I8961855"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Fernando Ar\u00e1mbula Cos\u00edo","raw_affiliation_strings":["Instituto de Investigaciones en Matem\u00e1ticas Aplicadas y en Sistemas, Universidad Nacional Aut\u00f3noma de M\u00e9xico, Circuito Escolar S/N. Ciudad Universitaria, C.P. 04510, Mexico, D.F., Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Instituto de Investigaciones en Matem\u00e1ticas Aplicadas y en Sistemas, Universidad Nacional Aut\u00f3noma de M\u00e9xico, Circuito Escolar S/N. Ciudad Universitaria, C.P. 04510, Mexico, D.F., Mexico","institution_ids":["https://openalex.org/I8961855"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065402185","display_name":"Luc Duong","orcid":"https://orcid.org/0000-0003-3118-5389"},"institutions":[{"id":"https://openalex.org/I9736820","display_name":"\u00c9cole de Technologie Sup\u00e9rieure","ror":"https://ror.org/0020snb74","country_code":"CA","type":"education","lineage":["https://openalex.org/I49663120","https://openalex.org/I9736820"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Luc Duong","raw_affiliation_strings":["\u00c9cole de technologie sup\u00e9rieure, 1100 Notre-Dame Street West, Montreal, Quebec, H3C 1K3, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"\u00c9cole de technologie sup\u00e9rieure, 1100 Notre-Dame Street West, Montreal, Quebec, H3C 1K3, Canada","institution_ids":["https://openalex.org/I9736820"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038241804","display_name":"Christian Bellefleur","orcid":null},"institutions":[{"id":"https://openalex.org/I2802351361","display_name":"Centre Hospitalier Universitaire Sainte-Justine","ror":"https://ror.org/01gv74p78","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I2802351361"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Christian Bellefleur","raw_affiliation_strings":["Research Center, Sainte-Justine Hospital, 3175 C\u00f4te-Sainte-Catherine, Montreal, Quebec, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Center, Sainte-Justine Hospital, 3175 C\u00f4te-Sainte-Catherine, Montreal, Quebec, Canada","institution_ids":["https://openalex.org/I2802351361"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031960063","display_name":"Marjolaine Roy\u2010Beaudry","orcid":"https://orcid.org/0000-0001-6078-3279"},"institutions":[{"id":"https://openalex.org/I2802351361","display_name":"Centre Hospitalier Universitaire Sainte-Justine","ror":"https://ror.org/01gv74p78","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I2802351361"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Marjolaine Roy-Beaudry","raw_affiliation_strings":["Research Center, Sainte-Justine Hospital, 3175 C\u00f4te-Sainte-Catherine, Montreal, Quebec, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Center, Sainte-Justine Hospital, 3175 C\u00f4te-Sainte-Catherine, Montreal, Quebec, Canada","institution_ids":["https://openalex.org/I2802351361"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069543609","display_name":"Julie Joncas","orcid":"https://orcid.org/0000-0001-9021-2645"},"institutions":[{"id":"https://openalex.org/I2802351361","display_name":"Centre Hospitalier Universitaire Sainte-Justine","ror":"https://ror.org/01gv74p78","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I2802351361"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Julie Joncas","raw_affiliation_strings":["Research Center, Sainte-Justine Hospital, 3175 C\u00f4te-Sainte-Catherine, Montreal, Quebec, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Center, Sainte-Justine Hospital, 3175 C\u00f4te-Sainte-Catherine, Montreal, Quebec, Canada","institution_ids":["https://openalex.org/I2802351361"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041554075","display_name":"Stefan Parent","orcid":"https://orcid.org/0000-0002-4854-2816"},"institutions":[{"id":"https://openalex.org/I2802351361","display_name":"Centre Hospitalier Universitaire Sainte-Justine","ror":"https://ror.org/01gv74p78","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I2802351361"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Stefan Parent","raw_affiliation_strings":["Research Center, Sainte-Justine Hospital, 3175 C\u00f4te-Sainte-Catherine, Montreal, Quebec, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Center, Sainte-Justine Hospital, 3175 C\u00f4te-Sainte-Catherine, Montreal, Quebec, Canada","institution_ids":["https://openalex.org/I2802351361"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070654775","display_name":"Hubert Labelle","orcid":"https://orcid.org/0000-0002-9224-4840"},"institutions":[{"id":"https://openalex.org/I2802351361","display_name":"Centre Hospitalier Universitaire Sainte-Justine","ror":"https://ror.org/01gv74p78","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I2802351361"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Hubert Labelle","raw_affiliation_strings":["Research Center, Sainte-Justine Hospital, 3175 C\u00f4te-Sainte-Catherine, Montreal, Quebec, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Center, Sainte-Justine Hospital, 3175 C\u00f4te-Sainte-Catherine, Montreal, Quebec, Canada","institution_ids":["https://openalex.org/I2802351361"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5083474749"],"corresponding_institution_ids":["https://openalex.org/I9736820"],"apc_list":{"value":2890,"currency":"EUR","value_usd":3690},"apc_paid":null,"fwci":0.9482,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.7559129,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"56","issue":"12","first_page":"2221","last_page":"2231"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11030","display_name":"Scoliosis diagnosis and treatment","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"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/T11030","display_name":"Scoliosis diagnosis and treatment","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"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/T14510","display_name":"Medical Imaging and Analysis","score":0.9911999702453613,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.945900022983551,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6838759183883667},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.5985094904899597},{"id":"https://openalex.org/keywords/ensemble-learning","display_name":"Ensemble learning","score":0.5926090478897095},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5536975860595703},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.525274395942688},{"id":"https://openalex.org/keywords/scoliosis","display_name":"Scoliosis","score":0.5213640928268433},{"id":"https://openalex.org/keywords/curvature","display_name":"Curvature","score":0.4715592563152313},{"id":"https://openalex.org/keywords/idiopathic-scoliosis","display_name":"Idiopathic scoliosis","score":0.4636228382587433},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.46142202615737915},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.423444539308548},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2589477300643921},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.13979649543762207}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6838759183883667},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.5985094904899597},{"id":"https://openalex.org/C45942800","wikidata":"https://www.wikidata.org/wiki/Q245652","display_name":"Ensemble learning","level":2,"score":0.5926090478897095},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5536975860595703},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.525274395942688},{"id":"https://openalex.org/C2780955175","wikidata":"https://www.wikidata.org/wiki/Q174857","display_name":"Scoliosis","level":2,"score":0.5213640928268433},{"id":"https://openalex.org/C195065555","wikidata":"https://www.wikidata.org/wiki/Q214881","display_name":"Curvature","level":2,"score":0.4715592563152313},{"id":"https://openalex.org/C2993634128","wikidata":"https://www.wikidata.org/wiki/Q174857","display_name":"Idiopathic scoliosis","level":3,"score":0.4636228382587433},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.46142202615737915},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.423444539308548},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2589477300643921},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.13979649543762207},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C141071460","wikidata":"https://www.wikidata.org/wiki/Q40821","display_name":"Surgery","level":1,"score":0.0},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","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":"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":"D012600","descriptor_name":"Scoliosis","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D012600","descriptor_name":"Scoliosis","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D012600","descriptor_name":"Scoliosis","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","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}],"locations_count":2,"locations":[{"id":"doi:10.1007/s11517-018-1853-9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11517-018-1853-9","pdf_url":null,"source":{"id":"https://openalex.org/S46300952","display_name":"Medical & Biological Engineering & Computing","issn_l":"0140-0118","issn":["0140-0118","1741-0444"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Medical &amp; Biological Engineering &amp; Computing","raw_type":"journal-article"},{"id":"pmid:29949021","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/29949021","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":"Medical & biological engineering & computing","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.7099999785423279,"display_name":"Quality Education"}],"awards":[{"id":"https://openalex.org/G3826896481","display_name":null,"funder_award_id":"323619","funder_id":"https://openalex.org/F4320321739","funder_display_name":"Consejo Nacional de Ciencia y Tecnolog\u00eda"},{"id":"https://openalex.org/G8305336794","display_name":null,"funder_award_id":"194703","funder_id":"https://openalex.org/F4320334841","funder_display_name":"Fonds de recherche du Qu\u00e9bec \u2013 Nature et technologies"}],"funders":[{"id":"https://openalex.org/F4320313979","display_name":"Polytechnique Montr\u00e9al","ror":"https://ror.org/05f8d4e86"},{"id":"https://openalex.org/F4320321739","display_name":"Consejo Nacional de Ciencia y Tecnolog\u00eda","ror":"https://ror.org/059ex5q34"},{"id":"https://openalex.org/F4320334841","display_name":"Fonds de recherche du Qu\u00e9bec \u2013 Nature et technologies","ror":"https://ror.org/00b9f9778"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W988463877","https://openalex.org/W1534477342","https://openalex.org/W1859742974","https://openalex.org/W1861841071","https://openalex.org/W1964330840","https://openalex.org/W1974067675","https://openalex.org/W1988844742","https://openalex.org/W2002506789","https://openalex.org/W2021186245","https://openalex.org/W2025842566","https://openalex.org/W2035026463","https://openalex.org/W2038705219","https://openalex.org/W2051963890","https://openalex.org/W2072540848","https://openalex.org/W2081298929","https://openalex.org/W2101234009","https://openalex.org/W2106525823","https://openalex.org/W2142114107","https://openalex.org/W2143680503","https://openalex.org/W2145940431","https://openalex.org/W2158275940","https://openalex.org/W2160330988","https://openalex.org/W2163598303","https://openalex.org/W2301286433","https://openalex.org/W2769249101","https://openalex.org/W2911964244","https://openalex.org/W4246223718"],"related_works":["https://openalex.org/W4283395162","https://openalex.org/W4295359092","https://openalex.org/W2557907643","https://openalex.org/W4253089171","https://openalex.org/W3094059189","https://openalex.org/W2022261993","https://openalex.org/W3207143113","https://openalex.org/W2348140816","https://openalex.org/W2470935408","https://openalex.org/W4246653489"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2019,"cited_by_count":1}],"updated_date":"2026-01-13T01:12:25.745995","created_date":"2025-10-10T00:00:00"}
