{"id":"https://openalex.org/W2803142773","doi":"https://doi.org/10.1109/access.2018.2840327","title":"Meta-Classifiers in Huntington\u2019s Disease Patients Classification, Using iPhone\u2019s Movement Sensors Placed at the Ankles","display_name":"Meta-Classifiers in Huntington\u2019s Disease Patients Classification, Using iPhone\u2019s Movement Sensors Placed at the Ankles","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2803142773","doi":"https://doi.org/10.1109/access.2018.2840327","mag":"2803142773"},"language":"en","primary_location":{"id":"doi:10.1109/access.2018.2840327","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2840327","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2018.2840327","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5053122492","display_name":"Francisco Acosta","orcid":"https://orcid.org/0000-0003-3354-5632"},"institutions":[{"id":"https://openalex.org/I93173995","display_name":"Universidad Ju\u00e1rez Aut\u00f3noma de Tabasco","ror":"https://ror.org/04ee58018","country_code":"MX","type":"education","lineage":["https://openalex.org/I93173995"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Francisco Diego Acosta-Escalante","raw_affiliation_strings":["Divisi\u00f3n Acad\u00e9mica de Inform\u00e1tica y Sistemas, Universidad Ju\u00e1rez Aut\u00f3noma de Tabasco, Cundu\u00e1can, Mexico"],"raw_orcid":"https://orcid.org/0000-0003-3354-5632","affiliations":[{"raw_affiliation_string":"Divisi\u00f3n Acad\u00e9mica de Inform\u00e1tica y Sistemas, Universidad Ju\u00e1rez Aut\u00f3noma de Tabasco, Cundu\u00e1can, Mexico","institution_ids":["https://openalex.org/I93173995"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051849716","display_name":"El\u00edas Beltr\u00e1n-Naturi","orcid":"https://orcid.org/0000-0003-3494-3755"},"institutions":[{"id":"https://openalex.org/I93173995","display_name":"Universidad Ju\u00e1rez Aut\u00f3noma de Tabasco","ror":"https://ror.org/04ee58018","country_code":"MX","type":"education","lineage":["https://openalex.org/I93173995"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Elias Beltran-Naturi","raw_affiliation_strings":["Divisi\u00f3n Acad\u00e9mica de Inform\u00e1tica y Sistemas, Universidad Ju\u00e1rez Aut\u00f3noma de Tabasco, Cundu\u00e1can, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Divisi\u00f3n Acad\u00e9mica de Inform\u00e1tica y Sistemas, Universidad Ju\u00e1rez Aut\u00f3noma de Tabasco, Cundu\u00e1can, Mexico","institution_ids":["https://openalex.org/I93173995"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051553134","display_name":"Marie\u2010Catherine Boll","orcid":"https://orcid.org/0000-0002-4886-3011"},"institutions":[{"id":"https://openalex.org/I4210147537","display_name":"Instituto Nacional de Neurolog\u00eda y Neurocirug\u00eda","ror":"https://ror.org/05k637k59","country_code":"MX","type":"facility","lineage":["https://openalex.org/I4210147537"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Marie Catherine Boll","raw_affiliation_strings":["Laboratorio de Investigaci\u00f3n Cl\u00ednica, Instituto Nacional de Neurolog\u00eda y Neurocirug\u00eda MVS, Mexico City, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratorio de Investigaci\u00f3n Cl\u00ednica, Instituto Nacional de Neurolog\u00eda y Neurocirug\u00eda MVS, Mexico City, Mexico","institution_ids":["https://openalex.org/I4210147537"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028040623","display_name":"Jos\u00e9 Ad\u00e1n Hern\u00e1ndez-Nolasco","orcid":"https://orcid.org/0000-0003-4671-0350"},"institutions":[{"id":"https://openalex.org/I93173995","display_name":"Universidad Ju\u00e1rez Aut\u00f3noma de Tabasco","ror":"https://ror.org/04ee58018","country_code":"MX","type":"education","lineage":["https://openalex.org/I93173995"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Jose Adan Hernandez-Nolasco","raw_affiliation_strings":["Divisi\u00f3n Acad\u00e9mica de Inform\u00e1tica y Sistemas, Universidad Ju\u00e1rez Aut\u00f3noma de Tabasco, Cundu\u00e1can, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Divisi\u00f3n Acad\u00e9mica de Inform\u00e1tica y Sistemas, Universidad Ju\u00e1rez Aut\u00f3noma de Tabasco, Cundu\u00e1can, Mexico","institution_ids":["https://openalex.org/I93173995"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046636421","display_name":"Pablo Pancardo","orcid":"https://orcid.org/0000-0002-5482-6372"},"institutions":[{"id":"https://openalex.org/I93173995","display_name":"Universidad Ju\u00e1rez Aut\u00f3noma de Tabasco","ror":"https://ror.org/04ee58018","country_code":"MX","type":"education","lineage":["https://openalex.org/I93173995"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Pablo Pancardo Garcia","raw_affiliation_strings":["Divisi\u00f3n Acad\u00e9mica de Inform\u00e1tica y Sistemas, Universidad Ju\u00e1rez Aut\u00f3noma de Tabasco, Cundu\u00e1can, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Divisi\u00f3n Acad\u00e9mica de Inform\u00e1tica y Sistemas, Universidad Ju\u00e1rez Aut\u00f3noma de Tabasco, Cundu\u00e1can, Mexico","institution_ids":["https://openalex.org/I93173995"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.8488,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.67336208,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"6","issue":null,"first_page":"30942","last_page":"30957"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10949","display_name":"Genetic Neurodegenerative Diseases","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2804","display_name":"Cellular and Molecular Neuroscience"},"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/T10949","display_name":"Genetic Neurodegenerative Diseases","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2804","display_name":"Cellular and Molecular Neuroscience"},"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9132999777793884,"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/artificial-intelligence","display_name":"Artificial intelligence","score":0.6593031883239746},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6472549438476562},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.6107341647148132},{"id":"https://openalex.org/keywords/gait-analysis","display_name":"Gait analysis","score":0.6088815927505493},{"id":"https://openalex.org/keywords/gait","display_name":"Gait","score":0.5799515843391418},{"id":"https://openalex.org/keywords/huntingtons-disease","display_name":"Huntington's disease","score":0.5742523074150085},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4964776635169983},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4432334899902344},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.42937353253364563},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.30958786606788635},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.21675637364387512},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.20186856389045715},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.08233186602592468}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6593031883239746},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6472549438476562},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6107341647148132},{"id":"https://openalex.org/C173906292","wikidata":"https://www.wikidata.org/wiki/Q1493441","display_name":"Gait analysis","level":3,"score":0.6088815927505493},{"id":"https://openalex.org/C151800584","wikidata":"https://www.wikidata.org/wiki/Q2370000","display_name":"Gait","level":2,"score":0.5799515843391418},{"id":"https://openalex.org/C2780647506","wikidata":"https://www.wikidata.org/wiki/Q190564","display_name":"Huntington's disease","level":3,"score":0.5742523074150085},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4964776635169983},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4432334899902344},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.42937353253364563},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.30958786606788635},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.21675637364387512},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.20186856389045715},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.08233186602592468}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2018.2840327","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2840327","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:3aac9fae80ed4d5280da60d0ade6d297","is_oa":true,"landing_page_url":"https://doaj.org/article/3aac9fae80ed4d5280da60d0ade6d297","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 6, Pp 30942-30957 (2018)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2018.2840327","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2840327","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.44999998807907104,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":54,"referenced_works":["https://openalex.org/W206228790","https://openalex.org/W358724136","https://openalex.org/W572368116","https://openalex.org/W1196970316","https://openalex.org/W1480376833","https://openalex.org/W1519885959","https://openalex.org/W1870825989","https://openalex.org/W1930624869","https://openalex.org/W1976628879","https://openalex.org/W1976831311","https://openalex.org/W1978108526","https://openalex.org/W2012072452","https://openalex.org/W2013337021","https://openalex.org/W2017538207","https://openalex.org/W2024046085","https://openalex.org/W2025109921","https://openalex.org/W2027438353","https://openalex.org/W2030254544","https://openalex.org/W2050294282","https://openalex.org/W2063074845","https://openalex.org/W2065836500","https://openalex.org/W2066834806","https://openalex.org/W2077472831","https://openalex.org/W2084652712","https://openalex.org/W2097658575","https://openalex.org/W2098257938","https://openalex.org/W2098362387","https://openalex.org/W2105981176","https://openalex.org/W2106329816","https://openalex.org/W2107451096","https://openalex.org/W2113242816","https://openalex.org/W2113440218","https://openalex.org/W2117563000","https://openalex.org/W2135156561","https://openalex.org/W2140190241","https://openalex.org/W2147331821","https://openalex.org/W2169735361","https://openalex.org/W2231711058","https://openalex.org/W2237739092","https://openalex.org/W2258968934","https://openalex.org/W2295108666","https://openalex.org/W2295397643","https://openalex.org/W2309460698","https://openalex.org/W2335040932","https://openalex.org/W2396519451","https://openalex.org/W2428043126","https://openalex.org/W2468264284","https://openalex.org/W2605483081","https://openalex.org/W2901928152","https://openalex.org/W2912934387","https://openalex.org/W3020861405","https://openalex.org/W3022500399","https://openalex.org/W4212883601","https://openalex.org/W6756435266"],"related_works":["https://openalex.org/W2133973503","https://openalex.org/W2471060339","https://openalex.org/W2111603423","https://openalex.org/W2148547327","https://openalex.org/W4226236273","https://openalex.org/W2125892956","https://openalex.org/W2790560349","https://openalex.org/W2130975749","https://openalex.org/W2493973380","https://openalex.org/W2394835211"],"abstract_inverted_index":{"Machine":[0],"learning":[1],"methods":[2],"have":[3,20],"been":[4],"used":[5],"to":[6,24,44,57,134],"classify":[7],"neurodegenerative":[8],"diseases":[9],"using":[10,108],"gait":[11,36,59,65,85,99],"data.":[12],"Recent":[13],"works":[14],"with":[15,182],"Huntington's":[16,176],"disease":[17,177],"(HD)":[18],"patients":[19,104,178],"reported":[21],"results":[22,49,121,141,156],"up":[23],"88.2%":[25],"of":[26,40,54,82,122,131,147,166,169],"correct":[27],"classification":[28,48,81],"based":[29,71],"on":[30,72,98,102],"a":[31,167],"probabilistic":[32],"modeling":[33],"approach":[34,150],"for":[35,79],"assessment.":[37],"The":[38,67,93],"aim":[39],"this":[41,148],"paper":[42],"was":[43,96],"improve":[45],"HD":[46,83,103],"patients'":[47],"while":[50],"reducing":[51],"the":[52,63,80,132,136],"number":[53],"sensor":[55],"devices":[56],"capture":[58],"data":[60,100,110],"and":[61,105,142,153],"identifying":[62],"related":[64],"features.":[66],"proposed":[68,94],"method":[69],"is":[70],"general":[73],"assembles":[74],"(Meta)":[75],"classifier":[76,124],"algorithms'":[77],"approach,":[78],"affected":[84],"versus":[86],"healthy":[87],"control":[88],"(HC)":[89],"subjects":[90,107,164],"normal":[91],"gait.":[92],"methodology":[95],"tested":[97,152],"recorded":[101],"HC":[106],"raw":[109],"from":[111],"smart-phones":[112],"movement":[113],"sensors":[114],"placed":[115],"at":[116,128],"both":[117],"ankles.":[118],"Best":[119],"partial":[120],"individual":[123],"algorithms":[125],"are":[126],"taken":[127],"each":[129],"iteration":[130],"meta-classifier,":[133],"predict":[135],"final":[137],"result":[138],"by":[139],"averaging":[140],"majority":[143],"votes.":[144],"Several":[145],"instances":[146],"combined":[149],"were":[151,171,179],"validated.":[154],"Obtained":[155],"confirm":[157],"an":[158],"improvement":[159],"in":[160],"accuracy,":[161],"since":[162],"13":[163],"out":[165],"total":[168],"14":[170],"correctly":[172,180],"classified.":[173],"All":[174],"seven":[175],"selected":[181],"Logitboost":[183],"&":[184],"RandomForest":[185],"combination.":[186]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2018-06-01T00:00:00"}
