{"id":"https://openalex.org/W165146656","doi":"https://doi.org/10.1007/978-3-642-38682-4_21","title":"Risk Prediction of Femoral Neck Osteoporosis Using Machine Learning and Conventional Methods","display_name":"Risk Prediction of Femoral Neck Osteoporosis Using Machine Learning and Conventional Methods","publication_year":2013,"publication_date":"2013-01-01","ids":{"openalex":"https://openalex.org/W165146656","doi":"https://doi.org/10.1007/978-3-642-38682-4_21","mag":"165146656"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-38682-4_21","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-38682-4_21","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://ir.ymlib.yonsei.ac.kr/handle/22282913/87052","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5045180104","display_name":"Tae Keun Yoo","orcid":"https://orcid.org/0000-0003-0890-8614"},"institutions":[{"id":"https://openalex.org/I193775966","display_name":"Yonsei University","ror":"https://ror.org/01wjejq96","country_code":"KR","type":"education","lineage":["https://openalex.org/I193775966"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Tae Keun Yoo","raw_affiliation_strings":["Department of Medicine, Yonsei University College of Medicine, Korea"],"affiliations":[{"raw_affiliation_string":"Department of Medicine, Yonsei University College of Medicine, Korea","institution_ids":["https://openalex.org/I193775966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050102632","display_name":"Sung Kean Kim","orcid":null},"institutions":[{"id":"https://openalex.org/I193775966","display_name":"Yonsei University","ror":"https://ror.org/01wjejq96","country_code":"KR","type":"education","lineage":["https://openalex.org/I193775966"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Sung Kean Kim","raw_affiliation_strings":["Department of Medical Engineering, Yonsei University College of Medicine, Korea","Graduate Program in Biomedical Engineering, Yonsei University, Seoul, Korea"],"affiliations":[{"raw_affiliation_string":"Department of Medical Engineering, Yonsei University College of Medicine, Korea","institution_ids":["https://openalex.org/I193775966"]},{"raw_affiliation_string":"Graduate Program in Biomedical Engineering, Yonsei University, Seoul, Korea","institution_ids":["https://openalex.org/I193775966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046933470","display_name":"Ein Oh","orcid":"https://orcid.org/0000-0003-3799-657X"},"institutions":[{"id":"https://openalex.org/I193775966","display_name":"Yonsei University","ror":"https://ror.org/01wjejq96","country_code":"KR","type":"education","lineage":["https://openalex.org/I193775966"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Ein Oh","raw_affiliation_strings":["Department of Medicine, Yonsei University College of Medicine, Korea"],"affiliations":[{"raw_affiliation_string":"Department of Medicine, Yonsei University College of Medicine, Korea","institution_ids":["https://openalex.org/I193775966"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070041841","display_name":"Deok Won Kim","orcid":"https://orcid.org/0000-0002-5294-8675"},"institutions":[{"id":"https://openalex.org/I193775966","display_name":"Yonsei University","ror":"https://ror.org/01wjejq96","country_code":"KR","type":"education","lineage":["https://openalex.org/I193775966"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Deok Won Kim","raw_affiliation_strings":["Department of Medical Engineering, Yonsei University College of Medicine, Korea","Graduate Program in Biomedical Engineering, Yonsei University, Seoul, Korea"],"affiliations":[{"raw_affiliation_string":"Department of Medical Engineering, Yonsei University College of Medicine, Korea","institution_ids":["https://openalex.org/I193775966"]},{"raw_affiliation_string":"Graduate Program in Biomedical Engineering, Yonsei University, Seoul, Korea","institution_ids":["https://openalex.org/I193775966"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5045180104"],"corresponding_institution_ids":["https://openalex.org/I193775966"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.3897,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.80608794,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"181","last_page":"188"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10071","display_name":"Bone health and osteoporosis research","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/2732","display_name":"Orthopedics and Sports Medicine"},"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/T10071","display_name":"Bone health and osteoporosis research","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/2732","display_name":"Orthopedics and Sports Medicine"},"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/T11509","display_name":"Hip and Femur Fractures","score":0.980400025844574,"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/T12209","display_name":"Bone and Joint Diseases","score":0.9715999960899353,"subfield":{"id":"https://openalex.org/subfields/2732","display_name":"Orthopedics and Sports Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/osteoporosis","display_name":"Osteoporosis","score":0.8291618227958679},{"id":"https://openalex.org/keywords/femoral-neck","display_name":"Femoral neck","score":0.7813501358032227},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.7281025052070618},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.6665976643562317},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5973998308181763},{"id":"https://openalex.org/keywords/receiver-operating-characteristic","display_name":"Receiver operating characteristic","score":0.5701273083686829},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.5473563075065613},{"id":"https://openalex.org/keywords/postmenopausal-women","display_name":"Postmenopausal women","score":0.5258349180221558},{"id":"https://openalex.org/keywords/test-set","display_name":"Test set","score":0.48384204506874084},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4615061581134796},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.11662891507148743}],"concepts":[{"id":"https://openalex.org/C2776541429","wikidata":"https://www.wikidata.org/wiki/Q165328","display_name":"Osteoporosis","level":2,"score":0.8291618227958679},{"id":"https://openalex.org/C2775854910","wikidata":"https://www.wikidata.org/wiki/Q4844892","display_name":"Femoral neck","level":3,"score":0.7813501358032227},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.7281025052070618},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6665976643562317},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5973998308181763},{"id":"https://openalex.org/C58471807","wikidata":"https://www.wikidata.org/wiki/Q327120","display_name":"Receiver operating characteristic","level":2,"score":0.5701273083686829},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.5473563075065613},{"id":"https://openalex.org/C3018603563","wikidata":"https://www.wikidata.org/wiki/Q177708","display_name":"Postmenopausal women","level":2,"score":0.5258349180221558},{"id":"https://openalex.org/C169903167","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Test set","level":2,"score":0.48384204506874084},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4615061581134796},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.11662891507148743}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-642-38682-4_21","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-38682-4_21","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:ir.ymlib.yonsei.ac.kr:22282913/87052","is_oa":true,"landing_page_url":"https://ir.ymlib.yonsei.ac.kr/handle/22282913/87052","pdf_url":null,"source":{"id":"https://openalex.org/S4306400691","display_name":"YUHSpace (Yonsei University Medical Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I193775966","host_organization_name":"Yonsei University","host_organization_lineage":["https://openalex.org/I193775966"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":{"id":"pmh:oai:ir.ymlib.yonsei.ac.kr:22282913/87052","is_oa":true,"landing_page_url":"https://ir.ymlib.yonsei.ac.kr/handle/22282913/87052","pdf_url":null,"source":{"id":"https://openalex.org/S4306400691","display_name":"YUHSpace (Yonsei University Medical Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I193775966","host_organization_name":"Yonsei University","host_organization_lineage":["https://openalex.org/I193775966"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W169052826","https://openalex.org/W180102944","https://openalex.org/W1506806321","https://openalex.org/W1601795611","https://openalex.org/W1663973292","https://openalex.org/W1680392829","https://openalex.org/W1977414590","https://openalex.org/W1981976602","https://openalex.org/W2005229665","https://openalex.org/W2009740511","https://openalex.org/W2036125852","https://openalex.org/W2051969554","https://openalex.org/W2072662858","https://openalex.org/W2087141873","https://openalex.org/W2103614420","https://openalex.org/W2107789045","https://openalex.org/W2119387367","https://openalex.org/W2119821739","https://openalex.org/W2125611358","https://openalex.org/W2125755000","https://openalex.org/W2169038408","https://openalex.org/W2181869308","https://openalex.org/W2911964244"],"related_works":["https://openalex.org/W4385649027","https://openalex.org/W4400094315","https://openalex.org/W2970784617","https://openalex.org/W610640263","https://openalex.org/W2126639667","https://openalex.org/W2217963778","https://openalex.org/W2474554762","https://openalex.org/W2358010641","https://openalex.org/W3191541991","https://openalex.org/W3117271779"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2016-06-24T00:00:00"}
