{"id":"https://openalex.org/W2741762603","doi":"https://doi.org/10.1007/978-3-319-65172-9_51","title":"A Random Forest Method to Detect Parkinson\u2019s Disease via Gait Analysis","display_name":"A Random Forest Method to Detect Parkinson\u2019s Disease via Gait Analysis","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2741762603","doi":"https://doi.org/10.1007/978-3-319-65172-9_51","mag":"2741762603"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-65172-9_51","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-65172-9_51","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},"type":"conference-paper","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/A5088721490","display_name":"Koray A\u00e7\u0131c\u0131","orcid":"https://orcid.org/0000-0002-3821-6419"},"institutions":[{"id":"https://openalex.org/I188740104","display_name":"Ba\u015fkent University","ror":"https://ror.org/02v9bqx10","country_code":"TR","type":"education","lineage":["https://openalex.org/I188740104"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Koray A\u00e7\u0131c\u0131","raw_affiliation_strings":["Department of Computer Engineering, Ba\u015fkent University, Ankara, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Ba\u015fkent University, Ankara, Turkey","institution_ids":["https://openalex.org/I188740104"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044196969","display_name":"\u00c7a\u011fatay Berke Erda\u015f","orcid":"https://orcid.org/0000-0003-3467-9923"},"institutions":[{"id":"https://openalex.org/I188740104","display_name":"Ba\u015fkent University","ror":"https://ror.org/02v9bqx10","country_code":"TR","type":"education","lineage":["https://openalex.org/I188740104"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"\u00c7a\u011fatay Berke Erda\u015f","raw_affiliation_strings":["Department of Computer Engineering, Ba\u015fkent University, Ankara, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Ba\u015fkent University, Ankara, Turkey","institution_ids":["https://openalex.org/I188740104"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063767889","display_name":"Tun\u00e7 A\u015furo\u011flu","orcid":"https://orcid.org/0000-0003-4153-0764"},"institutions":[{"id":"https://openalex.org/I188740104","display_name":"Ba\u015fkent University","ror":"https://ror.org/02v9bqx10","country_code":"TR","type":"education","lineage":["https://openalex.org/I188740104"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Tun\u00e7 A\u015furo\u011flu","raw_affiliation_strings":["Department of Computer Engineering, Ba\u015fkent University, Ankara, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Ba\u015fkent University, Ankara, Turkey","institution_ids":["https://openalex.org/I188740104"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032974036","display_name":"M. K\u0131l\u0131n\u00e7 Toprak","orcid":"https://orcid.org/0000-0001-7979-0276"},"institutions":[{"id":"https://openalex.org/I188740104","display_name":"Ba\u015fkent University","ror":"https://ror.org/02v9bqx10","country_code":"TR","type":"education","lineage":["https://openalex.org/I188740104"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"M\u00fcnire K\u0131l\u0131n\u00e7 Toprak","raw_affiliation_strings":["Department of Neurology, Ba\u015fkent University, Ankara, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Neurology, Ba\u015fkent University, Ankara, Turkey","institution_ids":["https://openalex.org/I188740104"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001824626","display_name":"Hamit Erdem","orcid":"https://orcid.org/0000-0003-1704-1581"},"institutions":[{"id":"https://openalex.org/I188740104","display_name":"Ba\u015fkent University","ror":"https://ror.org/02v9bqx10","country_code":"TR","type":"education","lineage":["https://openalex.org/I188740104"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Hamit Erdem","raw_affiliation_strings":["Department of Electrical and Electronics Engineering, Ba\u015fkent University, Ankara, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronics Engineering, Ba\u015fkent University, Ankara, Turkey","institution_ids":["https://openalex.org/I188740104"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086873572","display_name":"Hasan O\u011ful","orcid":"https://orcid.org/0000-0002-6043-1860"},"institutions":[{"id":"https://openalex.org/I188740104","display_name":"Ba\u015fkent University","ror":"https://ror.org/02v9bqx10","country_code":"TR","type":"education","lineage":["https://openalex.org/I188740104"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Hasan O\u011ful","raw_affiliation_strings":["Department of Computer Engineering, Ba\u015fkent University, Ankara, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Ba\u015fkent University, Ankara, Turkey","institution_ids":["https://openalex.org/I188740104"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I188740104"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":64,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"609","last_page":"619"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10085","display_name":"Parkinson's Disease Mechanisms and Treatments","score":0.9940000176429749,"subfield":{"id":"https://openalex.org/subfields/2728","display_name":"Neurology"},"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/T10085","display_name":"Parkinson's Disease Mechanisms and Treatments","score":0.9940000176429749,"subfield":{"id":"https://openalex.org/subfields/2728","display_name":"Neurology"},"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/T10919","display_name":"Neurological disorders and treatments","score":0.9818000197410583,"subfield":{"id":"https://openalex.org/subfields/2728","display_name":"Neurology"},"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/T10114","display_name":"Balance, Gait, and Falls Prevention","score":0.9803000092506409,"subfield":{"id":"https://openalex.org/subfields/3612","display_name":"Physical Therapy, Sports Therapy and Rehabilitation"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/gait-analysis","display_name":"Gait analysis","score":0.6224796772003174},{"id":"https://openalex.org/keywords/gait","display_name":"Gait","score":0.614913284778595},{"id":"https://openalex.org/keywords/parkinsons-disease","display_name":"Parkinson's disease","score":0.5828233361244202},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.5692585706710815},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.5304592847824097},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.41648373007774353},{"id":"https://openalex.org/keywords/forestry","display_name":"Forestry","score":0.3363747000694275},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3001258373260498},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.26758795976638794},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.25594362616539},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.25585973262786865},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.14463520050048828}],"concepts":[{"id":"https://openalex.org/C173906292","wikidata":"https://www.wikidata.org/wiki/Q1493441","display_name":"Gait analysis","level":3,"score":0.6224796772003174},{"id":"https://openalex.org/C151800584","wikidata":"https://www.wikidata.org/wiki/Q2370000","display_name":"Gait","level":2,"score":0.614913284778595},{"id":"https://openalex.org/C2779734285","wikidata":"https://www.wikidata.org/wiki/Q11085","display_name":"Parkinson's disease","level":3,"score":0.5828233361244202},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.5692585706710815},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.5304592847824097},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.41648373007774353},{"id":"https://openalex.org/C97137747","wikidata":"https://www.wikidata.org/wiki/Q38112","display_name":"Forestry","level":1,"score":0.3363747000694275},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3001258373260498},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.26758795976638794},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.25594362616539},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.25585973262786865},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.14463520050048828}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-319-65172-9_51","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-65172-9_51","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/15","display_name":"Life in Land","score":0.7200000286102295}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W1978708566","https://openalex.org/W1982948624","https://openalex.org/W1995313808","https://openalex.org/W1996031526","https://openalex.org/W2007736660","https://openalex.org/W2008053129","https://openalex.org/W2021278861","https://openalex.org/W2026759935","https://openalex.org/W2033711355","https://openalex.org/W2047706369","https://openalex.org/W2052513666","https://openalex.org/W2070603921","https://openalex.org/W2091821081","https://openalex.org/W2095634651","https://openalex.org/W2097575504","https://openalex.org/W2104462381","https://openalex.org/W2117811484","https://openalex.org/W2121494316","https://openalex.org/W2134562673","https://openalex.org/W2145606180","https://openalex.org/W2149350027","https://openalex.org/W2149549442","https://openalex.org/W2156150820","https://openalex.org/W2159698608","https://openalex.org/W2161452517","https://openalex.org/W2162592883","https://openalex.org/W2164184994","https://openalex.org/W2165954860","https://openalex.org/W2171056747","https://openalex.org/W2195342085","https://openalex.org/W2272122054","https://openalex.org/W2298634118","https://openalex.org/W2539156595","https://openalex.org/W2911964244","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2133973503","https://openalex.org/W2008860278","https://openalex.org/W2031771476","https://openalex.org/W2471060339","https://openalex.org/W2148547327","https://openalex.org/W4226236273","https://openalex.org/W2125892956","https://openalex.org/W2130975749","https://openalex.org/W2493973380","https://openalex.org/W2394835211"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":12},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":12},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}