{"id":"https://openalex.org/W4283386236","doi":"https://doi.org/10.1186/s12891-022-05565-6","title":"A deep convolutional neural network to predict the curve progression of adolescent idiopathic scoliosis: a pilot study","display_name":"A deep convolutional neural network to predict the curve progression of adolescent idiopathic scoliosis: a pilot study","publication_year":2022,"publication_date":"2022-06-24","ids":{"openalex":"https://openalex.org/W4283386236","doi":"https://doi.org/10.1186/s12891-022-05565-6","pmid":"https://pubmed.ncbi.nlm.nih.gov/35751051","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/9229131"},"language":"en","primary_location":{"id":"doi:10.1186/s12891-022-05565-6","doi":"https://doi.org/10.1186/s12891-022-05565-6","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12891-022-05565-6","pdf_url":"https://bmcmusculoskeletdisord.biomedcentral.com/counter/pdf/10.1186/s12891-022-05565-6","source":{"id":"https://openalex.org/S35439863","display_name":"BMC Musculoskeletal Disorders","issn_l":"1471-2474","issn":["1471-2474"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-c","doyens","jufo-1","ki-jl-1","medline","norway-1","oarl","poland-100","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Musculoskeletal Disorders","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://bmcmusculoskeletdisord.biomedcentral.com/counter/pdf/10.1186/s12891-022-05565-6","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5077054019","display_name":"Yasuhito Yahara","orcid":"https://orcid.org/0000-0001-9304-3728","observed_orcids":["https://orcid.org/0000-0001-9304-3728"]},"institutions":[{"id":"https://openalex.org/I42766147","display_name":"University of Toyama","ror":"https://ror.org/0445phv87","country_code":"JP","type":"education","lineage":["https://openalex.org/I42766147"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Yasuhito Yahara","raw_affiliation_strings":["Department of Molecular and Medical Pharmacology, Faculty of Medicine, University of Toyama, Toyama, Japan. yyahara@icb.med.osaka-u.ac.jp","Department of Orthopaedic Surgery, Faculty of Medicine, University of Toyama, 2630 Sugitani, Toyama, 930-0194, Japan. yyahara@icb.med.osaka-u.ac.jp","Department of Orthopaedic Surgery, Faculty of Medicine, University of Toyama, 2630 Sugitani, Toyama, 930-0194, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Molecular and Medical Pharmacology, Faculty of Medicine, University of Toyama, Toyama, Japan. yyahara@icb.med.osaka-u.ac.jp","institution_ids":["https://openalex.org/I42766147"]},{"raw_affiliation_string":"Department of Orthopaedic Surgery, Faculty of Medicine, University of Toyama, 2630 Sugitani, Toyama, 930-0194, Japan. yyahara@icb.med.osaka-u.ac.jp","institution_ids":["https://openalex.org/I42766147"]},{"raw_affiliation_string":"Department of Orthopaedic Surgery, Faculty of Medicine, University of Toyama, 2630 Sugitani, Toyama, 930-0194, Japan","institution_ids":["https://openalex.org/I42766147"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002494378","display_name":"Manami Tamura","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I71395657","display_name":"Niigata University","ror":"https://ror.org/04ww21r56","country_code":"JP","type":"education","lineage":["https://openalex.org/I71395657"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Manami Tamura","raw_affiliation_strings":["Department of Radiological Technology, Graduate School of Health Sciences, Niigata University, 2-746 Asahimachi-dori, Chuo-ku, Niigata, 951-8518, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiological Technology, Graduate School of Health Sciences, Niigata University, 2-746 Asahimachi-dori, Chuo-ku, Niigata, 951-8518, Japan","institution_ids":["https://openalex.org/I71395657"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077792133","display_name":"Shoji Seki","orcid":"https://orcid.org/0000-0001-9930-5100","observed_orcids":["https://orcid.org/0000-0001-9930-5100"]},"institutions":[{"id":"https://openalex.org/I42766147","display_name":"University of Toyama","ror":"https://ror.org/0445phv87","country_code":"JP","type":"education","lineage":["https://openalex.org/I42766147"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Shoji Seki","raw_affiliation_strings":["Department of Orthopaedic Surgery, Faculty of Medicine, University of Toyama, 2630 Sugitani, Toyama, 930-0194, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Orthopaedic Surgery, Faculty of Medicine, University of Toyama, 2630 Sugitani, Toyama, 930-0194, Japan","institution_ids":["https://openalex.org/I42766147"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005261647","display_name":"Yohan Kondo","orcid":"https://orcid.org/0000-0003-3744-0598","observed_orcids":["https://orcid.org/0000-0003-3744-0598"]},"institutions":[{"id":"https://openalex.org/I71395657","display_name":"Niigata University","ror":"https://ror.org/04ww21r56","country_code":"JP","type":"education","lineage":["https://openalex.org/I71395657"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Yohan Kondo","raw_affiliation_strings":["Department of Radiological Technology, Graduate School of Health Sciences, Niigata University, 2-746 Asahimachi-dori, Chuo-ku, Niigata, 951-8518, Japan. kondoy@clg.niigata-u.ac.jp","Department of Radiological Technology, Graduate School of Health Sciences, Niigata University, 2-746 Asahimachi-dori, Chuo-ku, Niigata, 951-8518, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiological Technology, Graduate School of Health Sciences, Niigata University, 2-746 Asahimachi-dori, Chuo-ku, Niigata, 951-8518, Japan. kondoy@clg.niigata-u.ac.jp","institution_ids":["https://openalex.org/I71395657"]},{"raw_affiliation_string":"Department of Radiological Technology, Graduate School of Health Sciences, Niigata University, 2-746 Asahimachi-dori, Chuo-ku, Niigata, 951-8518, Japan","institution_ids":["https://openalex.org/I71395657"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087228557","display_name":"Hiroto Makino","orcid":"https://orcid.org/0000-0003-0286-4489","observed_orcids":["https://orcid.org/0000-0003-0286-4489"]},"institutions":[{"id":"https://openalex.org/I42766147","display_name":"University of Toyama","ror":"https://ror.org/0445phv87","country_code":"JP","type":"education","lineage":["https://openalex.org/I42766147"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Hiroto Makino","raw_affiliation_strings":["Department of Orthopaedic Surgery, Faculty of Medicine, University of Toyama, 2630 Sugitani, Toyama, 930-0194, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Orthopaedic Surgery, Faculty of Medicine, University of Toyama, 2630 Sugitani, Toyama, 930-0194, Japan","institution_ids":["https://openalex.org/I42766147"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009660351","display_name":"Kenta Watanabe","orcid":"https://orcid.org/0000-0002-3357-7207","observed_orcids":["https://orcid.org/0000-0002-3357-7207"]},"institutions":[{"id":"https://openalex.org/I42766147","display_name":"University of Toyama","ror":"https://ror.org/0445phv87","country_code":"JP","type":"education","lineage":["https://openalex.org/I42766147"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Kenta Watanabe","raw_affiliation_strings":["Department of Orthopaedic Surgery, Faculty of Medicine, University of Toyama, 2630 Sugitani, Toyama, 930-0194, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Orthopaedic Surgery, Faculty of Medicine, University of Toyama, 2630 Sugitani, Toyama, 930-0194, Japan","institution_ids":["https://openalex.org/I42766147"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Katsuhiko Kamei","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I42766147","display_name":"University of Toyama","ror":"https://ror.org/0445phv87","country_code":"JP","type":"education","lineage":["https://openalex.org/I42766147"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Katsuhiko Kamei","raw_affiliation_strings":["Department of Orthopaedic Surgery, Faculty of Medicine, University of Toyama, 2630 Sugitani, Toyama, 930-0194, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Orthopaedic Surgery, Faculty of Medicine, University of Toyama, 2630 Sugitani, Toyama, 930-0194, Japan","institution_ids":["https://openalex.org/I42766147"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011113402","display_name":"Hayato Futakawa","orcid":"https://orcid.org/0009-0000-5669-9023","observed_orcids":["https://orcid.org/0009-0000-5669-9023"]},"institutions":[{"id":"https://openalex.org/I42766147","display_name":"University of Toyama","ror":"https://ror.org/0445phv87","country_code":"JP","type":"education","lineage":["https://openalex.org/I42766147"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Hayato Futakawa","raw_affiliation_strings":["Department of Orthopaedic Surgery, Faculty of Medicine, University of Toyama, 2630 Sugitani, Toyama, 930-0194, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Orthopaedic Surgery, Faculty of Medicine, University of Toyama, 2630 Sugitani, Toyama, 930-0194, Japan","institution_ids":["https://openalex.org/I42766147"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048476415","display_name":"Yoshiharu Kawaguchi","orcid":"https://orcid.org/0000-0001-7710-6012","observed_orcids":["https://orcid.org/0000-0001-7710-6012"]},"institutions":[{"id":"https://openalex.org/I42766147","display_name":"University of Toyama","ror":"https://ror.org/0445phv87","country_code":"JP","type":"education","lineage":["https://openalex.org/I42766147"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yoshiharu Kawaguchi","raw_affiliation_strings":["Department of Orthopaedic Surgery, Faculty of Medicine, University of Toyama, 2630 Sugitani, Toyama, 930-0194, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Orthopaedic Surgery, Faculty of Medicine, University of Toyama, 2630 Sugitani, Toyama, 930-0194, Japan","institution_ids":["https://openalex.org/I42766147"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5005261647","https://openalex.org/A5077054019"],"corresponding_institution_ids":["https://openalex.org/I42766147","https://openalex.org/I71395657"],"apc_list":{"value":2690,"currency":"USD","value_usd":2690},"apc_paid":{"value":2690,"currency":"USD","value_usd":2690},"fwci":7.5814,"has_fulltext":true,"cited_by_count":42,"citation_normalized_percentile":{"value":0.98329967,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":99},"biblio":{"volume":"23","issue":"1","first_page":"610","last_page":"610"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11030","display_name":"Scoliosis diagnosis and treatment","score":0.9945999979972839,"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":0.9945999979972839,"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":0.005100000184029341,"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/T12830","display_name":"Pectus Deformity Diagnosis and Treatment","score":9.999999747378752e-05,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/adolescent-idiopathic-scoliosis","display_name":"adolescent idiopathic scoliosis","score":1.0},{"id":"https://openalex.org/keywords/deep-convolutional-neural-networks","display_name":"deep convolutional neural networks","score":0.996999979019165},{"id":"https://openalex.org/keywords/cobb-angle","display_name":"Cobb angle","score":0.6919999718666077},{"id":"https://openalex.org/keywords/x-ray-images","display_name":"X-ray images","score":0.6290000081062317},{"id":"https://openalex.org/keywords/transfer-learning","display_name":"transfer learning","score":0.8220000267028809},{"id":"https://openalex.org/keywords/radiographic-prediction","display_name":"radiographic prediction","score":0.5440000295639038},{"id":"https://openalex.org/keywords/spinal-deformity","display_name":"spinal deformity","score":0.5569999814033508},{"id":"https://openalex.org/keywords/clinical-decision-support","display_name":"clinical decision support","score":0.4099999964237213}],"concepts":[{"id":"https://openalex.org/C2780955175","wikidata":"https://www.wikidata.org/wiki/Q174857","display_name":"Scoliosis","level":2,"score":0.8655163049697876},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.8454360961914062},{"id":"https://openalex.org/C2778871979","wikidata":"https://www.wikidata.org/wiki/Q1104591","display_name":"Cobb angle","level":3,"score":0.7630089521408081},{"id":"https://openalex.org/C2993634128","wikidata":"https://www.wikidata.org/wiki/Q174857","display_name":"Idiopathic scoliosis","level":3,"score":0.6195119619369507},{"id":"https://openalex.org/C58471807","wikidata":"https://www.wikidata.org/wiki/Q327120","display_name":"Receiver operating characteristic","level":2,"score":0.5705306529998779},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.47680971026420593},{"id":"https://openalex.org/C2779982284","wikidata":"https://www.wikidata.org/wiki/Q1182746","display_name":"Deformity","level":2,"score":0.4616398215293884},{"id":"https://openalex.org/C2775946787","wikidata":"https://www.wikidata.org/wiki/Q5138676","display_name":"CobB","level":2,"score":0.460593581199646},{"id":"https://openalex.org/C43893838","wikidata":"https://www.wikidata.org/wiki/Q840545","display_name":"Sports medicine","level":2,"score":0.42761215567588806},{"id":"https://openalex.org/C141071460","wikidata":"https://www.wikidata.org/wiki/Q40821","display_name":"Surgery","level":1,"score":0.3458632826805115},{"id":"https://openalex.org/C1862650","wikidata":"https://www.wikidata.org/wiki/Q186005","display_name":"Physical therapy","level":1,"score":0.2814505398273468},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2362043261528015},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.19464710354804993},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D000293","descriptor_name":"Adolescent","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002648","descriptor_name":"Child","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","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":"D007738","descriptor_name":"Kyphosis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010865","descriptor_name":"Pilot Projects","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012600","descriptor_name":"Scoliosis","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D018450","descriptor_name":"Disease Progression","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.1186/s12891-022-05565-6","doi":"https://doi.org/10.1186/s12891-022-05565-6","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12891-022-05565-6","pdf_url":"https://bmcmusculoskeletdisord.biomedcentral.com/counter/pdf/10.1186/s12891-022-05565-6","source":{"id":"https://openalex.org/S35439863","display_name":"BMC Musculoskeletal Disorders","issn_l":"1471-2474","issn":["1471-2474"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-c","doyens","jufo-1","ki-jl-1","medline","norway-1","oarl","poland-100","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Musculoskeletal Disorders","raw_type":"journal-article"},{"id":"pmid:35751051","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35751051","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,"listed_in":[],"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":"BMC musculoskeletal disorders","raw_type":"Journal Article"},{"id":"pmh:oai:pubmedcentral.nih.gov:9229131","doi":null,"is_oa":true,"landing_page_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC9229131/","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Musculoskelet Disord","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:dd05436b808f493db149d9063fed2d12","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/dd05436b808f493db149d9063fed2d12","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,"listed_in":[],"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":"BMC Musculoskeletal Disorders, Vol 23, Iss 1, Pp 1-9 (2022)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1186/s12891-022-05565-6","doi":"https://doi.org/10.1186/s12891-022-05565-6","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12891-022-05565-6","pdf_url":"https://bmcmusculoskeletdisord.biomedcentral.com/counter/pdf/10.1186/s12891-022-05565-6","source":{"id":"https://openalex.org/S35439863","display_name":"BMC Musculoskeletal Disorders","issn_l":"1471-2474","issn":["1471-2474"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-c","doyens","jufo-1","ki-jl-1","medline","norway-1","oarl","poland-100","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Musculoskeletal Disorders","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.9476000070571899,"display_name":"Good health and well-being"}],"study_designs":[{"id":"https://openalex.org/study-designs/observational-study","display_name":"Observational Study"}],"awards":[{"id":"https://openalex.org/G3845841195","display_name":"Elucidation of osteoclast diversity driving bone homeostasis and disease","funder_award_id":"23K23893","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"},{"id":"https://openalex.org/G8469023310","display_name":"Generating novel therapeutic strategies to rejuvenate bone repair capacity","funder_award_id":"20K18023","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"}],"funders":[{"id":"https://openalex.org/F4320334764","display_name":"Japan Society for the Promotion of Science","ror":"https://ror.org/00hhkn466"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4283386236.pdf","grobid_xml":"https://content.openalex.org/works/W4283386236.grobid-xml"},"referenced_works_count":50,"referenced_works":["https://openalex.org/W63407547","https://openalex.org/W180262904","https://openalex.org/W1837385362","https://openalex.org/W1972410466","https://openalex.org/W1973900765","https://openalex.org/W1987914051","https://openalex.org/W2006141088","https://openalex.org/W2022508996","https://openalex.org/W2031398985","https://openalex.org/W2038067393","https://openalex.org/W2051996230","https://openalex.org/W2054433727","https://openalex.org/W2087189170","https://openalex.org/W2088338354","https://openalex.org/W2097841139","https://openalex.org/W2109567748","https://openalex.org/W2117539524","https://openalex.org/W2121289914","https://openalex.org/W2129871183","https://openalex.org/W2136233311","https://openalex.org/W2137000129","https://openalex.org/W2144015117","https://openalex.org/W2151303120","https://openalex.org/W2160815625","https://openalex.org/W2163605009","https://openalex.org/W2164445038","https://openalex.org/W2229135979","https://openalex.org/W2286479338","https://openalex.org/W2288312539","https://openalex.org/W2402601207","https://openalex.org/W2409555261","https://openalex.org/W2531409750","https://openalex.org/W2557738935","https://openalex.org/W2616247523","https://openalex.org/W2753215975","https://openalex.org/W2783201053","https://openalex.org/W2800662765","https://openalex.org/W2805612648","https://openalex.org/W2917635635","https://openalex.org/W2919115771","https://openalex.org/W2972838422","https://openalex.org/W2980584449","https://openalex.org/W3003074332","https://openalex.org/W3003751622","https://openalex.org/W3010245316","https://openalex.org/W3121144954","https://openalex.org/W3209559780","https://openalex.org/W3215297065","https://openalex.org/W4293007919","https://openalex.org/W6603054696"],"related_works":["https://openalex.org/W3215297065","https://openalex.org/W4415203967","https://openalex.org/W4388034772","https://openalex.org/W7113242228","https://openalex.org/W4399748458","https://openalex.org/W2996227881","https://openalex.org/W4386048916","https://openalex.org/W7214174248","https://openalex.org/W4233572420","https://openalex.org/W3128202105"],"abstract_inverted_index":{"BACKGROUND:":[0],"Adolescent":[1],"idiopathic":[2],"scoliosis":[3,65,173,243],"(AIS)":[4],"is":[5,45],"a":[6,48,53,88,179,226,249,253],"three-dimensional":[7],"spinal":[8],"deformity":[9,36],"that":[10,59],"predominantly":[11],"occurs":[12],"in":[13,67,178,245,256],"girls.":[14],"While":[15],"skeletal":[16],"growth":[17],"and":[18,78,87,93,123,151,163,198],"maturation":[19],"influence":[20],"the":[21,33,62,158,170,176,187,202,212,216,240],"development":[22],"of":[23,27,42,64,141,144,172,186,196,206,215,242],"AIS,":[24],"accurate":[25],"prediction":[26,184,232],"curve":[28,191,205],"progression":[29,66,171,192,244],"remains":[30],"difficult":[31],"because":[32],"prognosis":[34],"for":[35,161,189,258,261],"differs":[37],"among":[38],"individuals.":[39],"The":[40,138,183],"purpose":[41],"this":[43],"study":[44],"to":[46,230,238],"develop":[47],"new":[49],"diagnostic":[50,213],"platform":[51],"using":[52,208,248],"deep":[54],"convolutional":[55],"neural":[56],"network":[57],"(DCNN)":[58],"can":[60],"predict":[61,239],"risk":[63,241],"patients":[68,73],"with":[69,74,225],"AIS.":[70,262],"METHODS:":[71],"Fifty-eight":[72],"AIS":[75,190,246],"(49":[76],"females":[77],"9":[79],"males;":[80],"mean":[81],"age:":[82],"12.5":[83],"\u00b1":[84,99],"1.4":[85],"years)":[86],"Cobb":[89,108,126],"angle":[90,109,127],"between":[91],"10":[92,114],"25":[94],"degrees":[95,115,133],"(mean":[96],"angle:":[97],"18.7":[98],"4.5)":[100],"were":[101,155],"divided":[102],"into":[103],"two":[104,117],"groups:":[105],"those":[106,124],"whose":[107,125],"increased":[110],"by":[111,129,174,247],"more":[112],"than":[113,131],"within":[116],"years":[118],"(progression":[119],"group,":[120,135],"28":[121],"patients)":[122],"changed":[128],"less":[130],"5":[132],"(non-progression":[134],"30":[136],"patients).":[137],"X-ray":[139],"images":[140],"three":[142],"regions":[143],"interest":[145],"(ROIs)":[146],"(lung":[147],"[ROI1],":[148],"abdomen":[149],"[ROI2],":[150],"total":[152],"spine":[153,166,217],"[ROI3]),":[154],"used":[156],"as":[157],"source":[159],"data":[160],"learning":[162,224],"prediction.":[164],"Five":[165],"surgeons":[167,218],"also":[168],"predicted":[169],"reading":[175],"X-rays":[177],"blinded":[180],"manner.":[181],"RESULTS:":[182],"performance":[185,214],"DCNN":[188,228,250],"showed":[193,219],"an":[194,199],"accuracy":[195],"69%":[197],"area":[200],"under":[201],"receiver-operating":[203],"characteristic":[204],"0.70":[207],"ROI3":[209],"images,":[210],"whereas":[211],"inferior":[220],"at":[221],"47%.":[222],"Transfer":[223],"pretrained":[227],"contributed":[229],"improved":[231],"accuracy.":[233],"CONCLUSION:":[234],"Our":[235],"developed":[236],"method":[237],"could":[251],"be":[252],"valuable":[254],"tool":[255],"decision-making":[257],"therapeutic":[259],"interventions":[260]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":15},{"year":2024,"cited_by_count":15},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":1}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2022-06-25T00:00:00"}
