{"id":"https://openalex.org/W7123631730","doi":"https://doi.org/10.1007/s10916-025-02299-5","title":"Dynamic Ensemble Selection for Early Detection of Deep Vein Thrombosis in Fracture Patients","display_name":"Dynamic Ensemble Selection for Early Detection of Deep Vein Thrombosis in Fracture Patients","publication_year":2026,"publication_date":"2026-01-14","ids":{"openalex":"https://openalex.org/W7123631730","doi":"https://doi.org/10.1007/s10916-025-02299-5","pmid":"https://pubmed.ncbi.nlm.nih.gov/41533054"},"language":"en","primary_location":{"id":"doi:10.1007/s10916-025-02299-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10916-025-02299-5","pdf_url":null,"source":{"id":"https://openalex.org/S37151855","display_name":"Journal of Medical Systems","issn_l":"0148-5598","issn":["0148-5598","1573-689X"],"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":"Journal of Medical Systems","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/A5100722581","display_name":"Jianhong Li","orcid":"https://orcid.org/0009-0005-0373-0740"},"institutions":[{"id":"https://openalex.org/I17721919","display_name":"Shanxi Medical University","ror":"https://ror.org/0265d1010","country_code":"CN","type":"education","lineage":["https://openalex.org/I17721919"]},{"id":"https://openalex.org/I181877577","display_name":"Shanxi University","ror":"https://ror.org/03y3e3s17","country_code":"CN","type":"education","lineage":["https://openalex.org/I181877577"]},{"id":"https://openalex.org/I4210154749","display_name":"Shanxi Zhendong Pharmaceutical (China)","ror":"https://ror.org/04r9x9n80","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210154749"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jian Li","raw_affiliation_strings":["School of Forensic Medicine, Shanxi Medical University, No. 98, University Street, Wujinshan Town, Yuci District, Jinzhong City, Shanxi Province, 030600, People's Republic of China","Shanxi Key Laboratory of Forensic Medicine, Jinzhong, Shanxi, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"School of Forensic Medicine, Shanxi Medical University, No. 98, University Street, Wujinshan Town, Yuci District, Jinzhong City, Shanxi Province, 030600, People's Republic of China","institution_ids":["https://openalex.org/I17721919"]},{"raw_affiliation_string":"Shanxi Key Laboratory of Forensic Medicine, Jinzhong, Shanxi, People's Republic of China","institution_ids":["https://openalex.org/I4210154749","https://openalex.org/I181877577"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101863815","display_name":"Siyuan Cheng","orcid":"https://orcid.org/0000-0002-4044-2757"},"institutions":[{"id":"https://openalex.org/I17721919","display_name":"Shanxi Medical University","ror":"https://ror.org/0265d1010","country_code":"CN","type":"education","lineage":["https://openalex.org/I17721919"]},{"id":"https://openalex.org/I181877577","display_name":"Shanxi University","ror":"https://ror.org/03y3e3s17","country_code":"CN","type":"education","lineage":["https://openalex.org/I181877577"]},{"id":"https://openalex.org/I4210154749","display_name":"Shanxi Zhendong Pharmaceutical (China)","ror":"https://ror.org/04r9x9n80","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210154749"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Si-yuan Cheng","raw_affiliation_strings":["School of Forensic Medicine, Shanxi Medical University, No. 98, University Street, Wujinshan Town, Yuci District, Jinzhong City, Shanxi Province, 030600, People's Republic of China","Shanxi Key Laboratory of Forensic Medicine, Jinzhong, Shanxi, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"School of Forensic Medicine, Shanxi Medical University, No. 98, University Street, Wujinshan Town, Yuci District, Jinzhong City, Shanxi Province, 030600, People's Republic of China","institution_ids":["https://openalex.org/I17721919"]},{"raw_affiliation_string":"Shanxi Key Laboratory of Forensic Medicine, Jinzhong, Shanxi, People's Republic of China","institution_ids":["https://openalex.org/I4210154749","https://openalex.org/I181877577"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5122940466","display_name":"Shu-rui Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210154749","display_name":"Shanxi Zhendong Pharmaceutical (China)","ror":"https://ror.org/04r9x9n80","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210154749"]},{"id":"https://openalex.org/I17721919","display_name":"Shanxi Medical University","ror":"https://ror.org/0265d1010","country_code":"CN","type":"education","lineage":["https://openalex.org/I17721919"]},{"id":"https://openalex.org/I181877577","display_name":"Shanxi University","ror":"https://ror.org/03y3e3s17","country_code":"CN","type":"education","lineage":["https://openalex.org/I181877577"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shu-rui Zhang","raw_affiliation_strings":["School of Forensic Medicine, Shanxi Medical University, No. 98, University Street, Wujinshan Town, Yuci District, Jinzhong City, Shanxi Province, 030600, People's Republic of China","Shanxi Key Laboratory of Forensic Medicine, Jinzhong, Shanxi, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"School of Forensic Medicine, Shanxi Medical University, No. 98, University Street, Wujinshan Town, Yuci District, Jinzhong City, Shanxi Province, 030600, People's Republic of China","institution_ids":["https://openalex.org/I17721919"]},{"raw_affiliation_string":"Shanxi Key Laboratory of Forensic Medicine, Jinzhong, Shanxi, People's Republic of China","institution_ids":["https://openalex.org/I4210154749","https://openalex.org/I181877577"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5122988301","display_name":"Shi-dong Zhou","orcid":null},"institutions":[{"id":"https://openalex.org/I181877577","display_name":"Shanxi University","ror":"https://ror.org/03y3e3s17","country_code":"CN","type":"education","lineage":["https://openalex.org/I181877577"]},{"id":"https://openalex.org/I4210154749","display_name":"Shanxi Zhendong Pharmaceutical (China)","ror":"https://ror.org/04r9x9n80","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210154749"]},{"id":"https://openalex.org/I17721919","display_name":"Shanxi Medical University","ror":"https://ror.org/0265d1010","country_code":"CN","type":"education","lineage":["https://openalex.org/I17721919"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shi-dong Zhou","raw_affiliation_strings":["School of Forensic Medicine, Shanxi Medical University, No. 98, University Street, Wujinshan Town, Yuci District, Jinzhong City, Shanxi Province, 030600, People's Republic of China","Shanxi Key Laboratory of Forensic Medicine, Jinzhong, Shanxi, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"School of Forensic Medicine, Shanxi Medical University, No. 98, University Street, Wujinshan Town, Yuci District, Jinzhong City, Shanxi Province, 030600, People's Republic of China","institution_ids":["https://openalex.org/I17721919"]},{"raw_affiliation_string":"Shanxi Key Laboratory of Forensic Medicine, Jinzhong, Shanxi, People's Republic of China","institution_ids":["https://openalex.org/I4210154749","https://openalex.org/I181877577"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032189243","display_name":"Hai-jiang Jin","orcid":null},"institutions":[{"id":"https://openalex.org/I4210133678","display_name":"Second Hospital of Shanxi Medical University","ror":"https://ror.org/03tn5kh37","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210133678"]},{"id":"https://openalex.org/I17721919","display_name":"Shanxi Medical University","ror":"https://ror.org/0265d1010","country_code":"CN","type":"education","lineage":["https://openalex.org/I17721919"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hai-jiang Jin","raw_affiliation_strings":["Vascular Surgery Department, The Second Hospital of Shanxi Medical University, Wuyi Road, Taiyuan, Shanxi, 030001, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"Vascular Surgery Department, The Second Hospital of Shanxi Medical University, Wuyi Road, Taiyuan, Shanxi, 030001, People's Republic of China","institution_ids":["https://openalex.org/I4210133678","https://openalex.org/I17721919"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109532844","display_name":"Qiu-xiang Du","orcid":null},"institutions":[{"id":"https://openalex.org/I4210154749","display_name":"Shanxi Zhendong Pharmaceutical (China)","ror":"https://ror.org/04r9x9n80","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210154749"]},{"id":"https://openalex.org/I17721919","display_name":"Shanxi Medical University","ror":"https://ror.org/0265d1010","country_code":"CN","type":"education","lineage":["https://openalex.org/I17721919"]},{"id":"https://openalex.org/I181877577","display_name":"Shanxi University","ror":"https://ror.org/03y3e3s17","country_code":"CN","type":"education","lineage":["https://openalex.org/I181877577"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiu-xiang Du","raw_affiliation_strings":["School of Forensic Medicine, Shanxi Medical University, No. 98, University Street, Wujinshan Town, Yuci District, Jinzhong City, Shanxi Province, 030600, People's Republic of China","Shanxi Key Laboratory of Forensic Medicine, Jinzhong, Shanxi, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"School of Forensic Medicine, Shanxi Medical University, No. 98, University Street, Wujinshan Town, Yuci District, Jinzhong City, Shanxi Province, 030600, People's Republic of China","institution_ids":["https://openalex.org/I17721919"]},{"raw_affiliation_string":"Shanxi Key Laboratory of Forensic Medicine, Jinzhong, Shanxi, People's Republic of China","institution_ids":["https://openalex.org/I4210154749","https://openalex.org/I181877577"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110372873","display_name":"Cao Jp","orcid":null},"institutions":[{"id":"https://openalex.org/I4210154749","display_name":"Shanxi Zhendong Pharmaceutical (China)","ror":"https://ror.org/04r9x9n80","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210154749"]},{"id":"https://openalex.org/I181877577","display_name":"Shanxi University","ror":"https://ror.org/03y3e3s17","country_code":"CN","type":"education","lineage":["https://openalex.org/I181877577"]},{"id":"https://openalex.org/I17721919","display_name":"Shanxi Medical University","ror":"https://ror.org/0265d1010","country_code":"CN","type":"education","lineage":["https://openalex.org/I17721919"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Cao","raw_affiliation_strings":["School of Forensic Medicine, Shanxi Medical University, No. 98, University Street, Wujinshan Town, Yuci District, Jinzhong City, Shanxi Province, 030600, People's Republic of China","Shanxi Key Laboratory of Forensic Medicine, Jinzhong, Shanxi, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"School of Forensic Medicine, Shanxi Medical University, No. 98, University Street, Wujinshan Town, Yuci District, Jinzhong City, Shanxi Province, 030600, People's Republic of China","institution_ids":["https://openalex.org/I17721919"]},{"raw_affiliation_string":"Shanxi Key Laboratory of Forensic Medicine, Jinzhong, Shanxi, People's Republic of China","institution_ids":["https://openalex.org/I4210154749","https://openalex.org/I181877577"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087515117","display_name":"Qianqian Jin","orcid":"https://orcid.org/0000-0003-2502-7886"},"institutions":[{"id":"https://openalex.org/I17721919","display_name":"Shanxi Medical University","ror":"https://ror.org/0265d1010","country_code":"CN","type":"education","lineage":["https://openalex.org/I17721919"]},{"id":"https://openalex.org/I181877577","display_name":"Shanxi University","ror":"https://ror.org/03y3e3s17","country_code":"CN","type":"education","lineage":["https://openalex.org/I181877577"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Qian-qian Jin","raw_affiliation_strings":["School of Forensic Medicine, Shanxi Medical University, No. 98, University Street, Wujinshan Town, Yuci District, Jinzhong City, Shanxi Province, 030600, People's Republic of China. qianqian.jin@sxmu.edu.cn","Shanxi Key Laboratory of Forensic Medicine, Jinzhong, Shanxi, People's Republic of China. qianqian.jin@sxmu.edu.cn"],"affiliations":[{"raw_affiliation_string":"School of Forensic Medicine, Shanxi Medical University, No. 98, University Street, Wujinshan Town, Yuci District, Jinzhong City, Shanxi Province, 030600, People's Republic of China. qianqian.jin@sxmu.edu.cn","institution_ids":["https://openalex.org/I17721919"]},{"raw_affiliation_string":"Shanxi Key Laboratory of Forensic Medicine, Jinzhong, Shanxi, People's Republic of China. qianqian.jin@sxmu.edu.cn","institution_ids":["https://openalex.org/I181877577"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103434049","display_name":"Yong Ke","orcid":null},"institutions":[{"id":"https://openalex.org/I181877577","display_name":"Shanxi University","ror":"https://ror.org/03y3e3s17","country_code":"CN","type":"education","lineage":["https://openalex.org/I181877577"]},{"id":"https://openalex.org/I17721919","display_name":"Shanxi Medical University","ror":"https://ror.org/0265d1010","country_code":"CN","type":"education","lineage":["https://openalex.org/I17721919"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun-hong Sun","raw_affiliation_strings":["School of Forensic Medicine, Shanxi Medical University, No. 98, University Street, Wujinshan Town, Yuci District, Jinzhong City, Shanxi Province, 030600, People's Republic of China. junhong.sun@sxmu.edu.cn","Shanxi Key Laboratory of Forensic Medicine, Jinzhong, Shanxi, People's Republic of China. junhong.sun@sxmu.edu.cn"],"affiliations":[{"raw_affiliation_string":"School of Forensic Medicine, Shanxi Medical University, No. 98, University Street, Wujinshan Town, Yuci District, Jinzhong City, Shanxi Province, 030600, People's Republic of China. junhong.sun@sxmu.edu.cn","institution_ids":["https://openalex.org/I17721919"]},{"raw_affiliation_string":"Shanxi Key Laboratory of Forensic Medicine, Jinzhong, Shanxi, People's Republic of China. junhong.sun@sxmu.edu.cn","institution_ids":["https://openalex.org/I181877577"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5087515117"],"corresponding_institution_ids":["https://openalex.org/I17721919","https://openalex.org/I181877577"],"apc_list":{"value":3390,"currency":"EUR","value_usd":4390},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.13299233,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"50","issue":"1","first_page":"8","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10285","display_name":"Venous Thromboembolism Diagnosis and Management","score":0.3952000141143799,"subfield":{"id":"https://openalex.org/subfields/2724","display_name":"Internal 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/T10285","display_name":"Venous Thromboembolism Diagnosis and Management","score":0.3952000141143799,"subfield":{"id":"https://openalex.org/subfields/2724","display_name":"Internal 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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.09650000184774399,"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"}},{"id":"https://openalex.org/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.06679999828338623,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"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/deep-vein","display_name":"Deep vein","score":0.7372000217437744},{"id":"https://openalex.org/keywords/receiver-operating-characteristic","display_name":"Receiver operating characteristic","score":0.5457000136375427},{"id":"https://openalex.org/keywords/thrombosis","display_name":"Thrombosis","score":0.4921000003814697},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.47940000891685486},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.41179999709129333},{"id":"https://openalex.org/keywords/health-informatics","display_name":"Health informatics","score":0.38179999589920044},{"id":"https://openalex.org/keywords/clinical-decision-support-system","display_name":"Clinical decision support system","score":0.3377000093460083},{"id":"https://openalex.org/keywords/precision-and-recall","display_name":"Precision and recall","score":0.3264999985694885},{"id":"https://openalex.org/keywords/predictive-modelling","display_name":"Predictive modelling","score":0.3228999972343445}],"concepts":[{"id":"https://openalex.org/C2778959117","wikidata":"https://www.wikidata.org/wiki/Q430892","display_name":"Deep vein","level":3,"score":0.7372000217437744},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.5717999935150146},{"id":"https://openalex.org/C58471807","wikidata":"https://www.wikidata.org/wiki/Q327120","display_name":"Receiver operating characteristic","level":2,"score":0.5457000136375427},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5012999773025513},{"id":"https://openalex.org/C2780868729","wikidata":"https://www.wikidata.org/wiki/Q261327","display_name":"Thrombosis","level":2,"score":0.4921000003814697},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.47940000891685486},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.41179999709129333},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.385699987411499},{"id":"https://openalex.org/C145642194","wikidata":"https://www.wikidata.org/wiki/Q870895","display_name":"Health informatics","level":3,"score":0.38179999589920044},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.37630000710487366},{"id":"https://openalex.org/C63527458","wikidata":"https://www.wikidata.org/wiki/Q5133829","display_name":"Clinical decision support system","level":3,"score":0.3377000093460083},{"id":"https://openalex.org/C81669768","wikidata":"https://www.wikidata.org/wiki/Q2359161","display_name":"Precision and recall","level":2,"score":0.3264999985694885},{"id":"https://openalex.org/C45804977","wikidata":"https://www.wikidata.org/wiki/Q7239673","display_name":"Predictive modelling","level":2,"score":0.3228999972343445},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.32120001316070557},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.319599986076355},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.3138999938964844},{"id":"https://openalex.org/C16910744","wikidata":"https://www.wikidata.org/wiki/Q7705759","display_name":"Test data","level":2,"score":0.3100999891757965},{"id":"https://openalex.org/C2779974597","wikidata":"https://www.wikidata.org/wiki/Q28448986","display_name":"Clinical Practice","level":2,"score":0.3073999881744385},{"id":"https://openalex.org/C61511704","wikidata":"https://www.wikidata.org/wiki/Q1671857","display_name":"Incidence (geometry)","level":2,"score":0.305400013923645},{"id":"https://openalex.org/C2778885795","wikidata":"https://www.wikidata.org/wiki/Q240856","display_name":"Hip fracture","level":3,"score":0.30329999327659607},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.30160000920295715},{"id":"https://openalex.org/C43369102","wikidata":"https://www.wikidata.org/wiki/Q2307625","display_name":"Fracture (geology)","level":2,"score":0.2858000099658966},{"id":"https://openalex.org/C3018822202","wikidata":"https://www.wikidata.org/wiki/Q1324077","display_name":"Patient data","level":2,"score":0.27810001373291016},{"id":"https://openalex.org/C2780011451","wikidata":"https://www.wikidata.org/wiki/Q2751330","display_name":"Venous thrombosis","level":3,"score":0.2750999927520752},{"id":"https://openalex.org/C45942800","wikidata":"https://www.wikidata.org/wiki/Q245652","display_name":"Ensemble learning","level":2,"score":0.2721000015735626},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.26589998602867126},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.26350000500679016},{"id":"https://openalex.org/C100660578","wikidata":"https://www.wikidata.org/wiki/Q18733","display_name":"Recall","level":2,"score":0.2615000009536743},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.2612000107765198},{"id":"https://openalex.org/C2776265017","wikidata":"https://www.wikidata.org/wiki/Q220570","display_name":"Pulmonary embolism","level":2,"score":0.2554999887943268}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","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":"D005260","descriptor_name":"Female","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":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012372","descriptor_name":"ROC Curve","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012372","descriptor_name":"ROC Curve","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D018570","descriptor_name":"Risk Assessment","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D018570","descriptor_name":"Risk Assessment","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D019540","descriptor_name":"Area Under Curve","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019540","descriptor_name":"Area Under Curve","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020246","descriptor_name":"Venous Thrombosis","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D020246","descriptor_name":"Venous Thrombosis","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D020246","descriptor_name":"Venous Thrombosis","qualifier_ui":"Q000209","qualifier_name":"etiology","is_major_topic":true},{"descriptor_ui":"D020246","descriptor_name":"Venous Thrombosis","qualifier_ui":"Q000209","qualifier_name":"etiology","is_major_topic":true},{"descriptor_ui":"D042241","descriptor_name":"Early Diagnosis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D042241","descriptor_name":"Early Diagnosis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D050723","descriptor_name":"Fractures, Bone","qualifier_ui":"Q000150","qualifier_name":"complications","is_major_topic":true},{"descriptor_ui":"D050723","descriptor_name":"Fractures, Bone","qualifier_ui":"Q000150","qualifier_name":"complications","is_major_topic":true},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1007/s10916-025-02299-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10916-025-02299-5","pdf_url":null,"source":{"id":"https://openalex.org/S37151855","display_name":"Journal of Medical Systems","issn_l":"0148-5598","issn":["0148-5598","1573-689X"],"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":"Journal of Medical Systems","raw_type":"journal-article"},{"id":"pmid:41533054","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/41533054","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":"Journal of medical systems","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.40336349606513977,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W1577672142","https://openalex.org/W1597337165","https://openalex.org/W2013710547","https://openalex.org/W2135002706","https://openalex.org/W2144316471","https://openalex.org/W2591888168","https://openalex.org/W2755371172","https://openalex.org/W2761055723","https://openalex.org/W2792895843","https://openalex.org/W2892405030","https://openalex.org/W2912844766","https://openalex.org/W3094386019","https://openalex.org/W3150419368","https://openalex.org/W3159913046","https://openalex.org/W4206145837","https://openalex.org/W4281616742","https://openalex.org/W4285741382","https://openalex.org/W4306756431","https://openalex.org/W4309311502","https://openalex.org/W4320033095","https://openalex.org/W4321795680","https://openalex.org/W4328048847","https://openalex.org/W4353096285","https://openalex.org/W4365452919","https://openalex.org/W4376871866","https://openalex.org/W4382343699","https://openalex.org/W4382918641","https://openalex.org/W4386142131"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-01-15T23:16:33.117629","created_date":"2026-01-14T00:00:00"}