{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,9,30]],"date-time":"2026-09-30T17:53:11Z","timestamp":1790790791306,"version":"4.1.0"},"reference-count":24,"publisher":"Elsevier BV","issue":"2","license":[{"start":{"date-parts":[[2024,2,1]],"date-time":"2024-02-01T00:00:00Z","timestamp":1706745600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"},{"start":{"date-parts":[[2024,2,1]],"date-time":"2024-02-01T00:00:00Z","timestamp":1706745600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/legal\/tdmrep-license"}],"funder":[{"DOI":"10.13039\/100007229","name":"Harvard University","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100007229","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000002","name":"National Institutes of Health","doi-asserted-by":"publisher","award":["UL1 TR002541"],"award-info":[{"award-number":["UL1 TR002541"]}],"id":[{"id":"10.13039\/100000002","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100007299","name":"Harvard Catalyst","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100007299","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100001460","name":"American Orthopaedic Foot and Ankle Society","doi-asserted-by":"publisher","award":["2021\u201313303-E"],"award-info":[{"award-number":["2021\u201313303-E"]}],"id":[{"id":"10.13039\/100001460","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100006108","name":"National Center for Advancing Translational Sciences","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100006108","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["clinicalkey.com","clinicalkey.com.au","clinicalkey.es","clinicalkey.fr","clinicalkey.jp","elsevier.com","sciencedirect.com"],"crossmark-restriction":true},"short-container-title":["Foot and Ankle Surgery"],"published-print":{"date-parts":[[2024,2]]},"DOI":"10.1016\/j.fas.2023.10.003","type":"journal-article","created":{"date-parts":[[2023,10,14]],"date-time":"2023-10-14T11:14:06Z","timestamp":1697282046000},"page":"110-116","update-policy":"https:\/\/doi.org\/10.1016\/elsevier_cm_policy","source":"Crossref","is-referenced-by-count":14,"title":["Using machine learning in the prediction of symptomatic venous thromboembolism following ankle fracture"],"prefix":"10.1016","volume":"30","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-6789-4278","authenticated-orcid":false,"given":"Nour","family":"Nassour","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Bardiya","family":"Akhbari","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9478-0807","authenticated-orcid":false,"given":"Noopur","family":"Ranganathan","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6291-5327","authenticated-orcid":false,"given":"David","family":"Shin","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Hamid","family":"Ghaednia","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Soheil","family":"Ashkani-Esfahani","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Christopher W.","family":"DiGiovanni","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Daniel","family":"Guss","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"78","reference":[{"key":"10.1016\/j.fas.2023.10.003_bib1","doi-asserted-by":"crossref","first-page":"98","DOI":"10.1177\/1071100718794851","article-title":"Incidence and risk factors of symptomatic venous thromboembolism following foot and ankle surgery","volume":"40","author":"Richey","year":"2019","journal-title":"Foot Ankle Int"},{"key":"10.1016\/j.fas.2023.10.003_bib2","doi-asserted-by":"crossref","first-page":"1635","DOI":"10.1302\/0301-620X.98B12.BJJ-2016-0008.R1","article-title":"Ageing, deep vein thrombosis and male gender predict poor outcome after acute Achilles tendon rupture","volume":"98-B","author":"Arverud","year":"2016","journal-title":"Bone Jt J"},{"key":"10.1016\/j.fas.2023.10.003_bib3","doi-asserted-by":"crossref","first-page":"206","DOI":"10.1007\/s11239-015-1310-7","article-title":"Guidance for the practical management of the direct oral anticoagulants (DOACs) in VTE treatment","volume":"41","author":"Burnett","year":"2016","journal-title":"J Thromb Thrombolysis"},{"key":"10.1016\/j.fas.2023.10.003_bib4","doi-asserted-by":"crossref","first-page":"1219","DOI":"10.1160\/TH16-10-0823","article-title":"Venous thromboembolism: past, present and future","volume":"117","author":"Schulman","year":"2017","journal-title":"Thromb Haemost"},{"key":"10.1016\/j.fas.2023.10.003_bib5","doi-asserted-by":"crossref","first-page":"497","DOI":"10.1053\/j.jfas.2015.02.022","article-title":"American College of Foot and Ankle Surgeons\u2019 clinical consensus statement: risk, prevention, and diagnosis of venous thromboembolism disease in foot and ankle surgery and injuries requiring immobilization","volume":"54","author":"Fleischer","year":"2015","journal-title":"J Foot Ankle Surg Publ Am Coll Foot Ankle Surg"},{"key":"10.1016\/j.fas.2023.10.003_bib6","doi-asserted-by":"crossref","first-page":"e419S","DOI":"10.1378\/chest.11-2301","article-title":"Antithrombotic therapy for VTE disease: antithrombotic therapy and prevention of thrombosis, 9th ed: american college of chest physicians evidence-based clinical practice guidelines","volume":"141","author":"Kearon","year":"2012","journal-title":"Chest"},{"key":"10.1016\/j.fas.2023.10.003_bib7","article-title":"Diagnosis and treatment of venous thromboembolism | CDC","author":"CDC","year":"2018","journal-title":"Cent Dis Control Prev"},{"key":"10.1016\/j.fas.2023.10.003_bib8","doi-asserted-by":"crossref","first-page":"146","DOI":"10.4103\/0019-5154.177773","article-title":"Methodology series module 2: case-control Studies","volume":"61","author":"Setia","year":"2016","journal-title":"Indian J Dermatol"},{"key":"10.1016\/j.fas.2023.10.003_bib9","doi-asserted-by":"crossref","first-page":"12868","DOI":"10.1038\/s41598-021-92287-9","article-title":"Prediction of venous thromboembolism with machine learning techniques in young-middle-aged inpatients","volume":"11","author":"Liu","year":"2021","journal-title":"Sci Rep"},{"key":"10.1016\/j.fas.2023.10.003_bib10","article-title":"Using predictive modeling and supervised machine learning to identify patients at risk for venous thromboembolism following posterior lumbar fusion","author":"Wang","year":"2021","journal-title":"Glob Spine J"},{"key":"10.1016\/j.fas.2023.10.003_bib11","doi-asserted-by":"crossref","DOI":"10.1016\/j.jbi.2021.103892","article-title":"A novel hierarchical machine learning model for hospital-acquired venous thromboembolism risk assessment among multiple-departments","volume":"122","author":"Ma","year":"2021","journal-title":"J Biomed Inf"},{"key":"10.1016\/j.fas.2023.10.003_bib12","doi-asserted-by":"crossref","first-page":"101","DOI":"10.1177\/1938640014546858","article-title":"Deep-vein thrombosis prophylaxis in foot and ankle surgery: what is the current state of practice?","volume":"8","author":"Shah","year":"2015","journal-title":"Foot Ankle Spec"},{"key":"10.1016\/j.fas.2023.10.003_bib13","doi-asserted-by":"crossref","first-page":"1409","DOI":"10.1007\/s00167-015-3976-y","article-title":"Meta-analysis and suggested guidelines for prevention of venous thromboembolism (VTE) in foot and ankle surgery","volume":"24","author":"Calder","year":"2016","journal-title":"Knee Surg Sports Trauma Arthrosc J ESSKA"},{"key":"10.1016\/j.fas.2023.10.003_bib14","doi-asserted-by":"crossref","first-page":"510","DOI":"10.1016\/j.fas.2020.06.007","article-title":"Incidence and risk factor for preoperative deep vein thrombosis (DVT) in isolated calcaneal fracture, a prospective cohort study","volume":"27","author":"Meng","year":"2021","journal-title":"Foot Ankle Surg"},{"key":"10.1016\/j.fas.2023.10.003_bib15","doi-asserted-by":"crossref","first-page":"373","DOI":"10.1007\/s00383-019-04613-y","article-title":"Pediatric trauma venous thromboembolism prediction algorithm outperforms current anticoagulation prophylaxis guidelines: a pilot study","volume":"36","author":"Cunningham","year":"2020","journal-title":"Pedia Surg Int"},{"key":"10.1016\/j.fas.2023.10.003_bib16","first-page":"1","article-title":"Management of deep vein thrombosis (DVT) prophylaxis in trauma patients","volume":"4","author":"Paydar","year":"2016","journal-title":"Bull Emerg Trauma"},{"key":"10.1016\/j.fas.2023.10.003_bib17","doi-asserted-by":"crossref","first-page":"727","DOI":"10.1016\/j.arthro.2005.03.007","article-title":"Deep venous thrombosis after knee arthroscopy: a meta-analysis","volume":"21","author":"Ilahi","year":"2005","journal-title":"Arthrosc J Arthrosc Relat Surg Publ Arthrosc Assoc N Am Int Arthrosc Assoc"},{"key":"10.1016\/j.fas.2023.10.003_bib18","doi-asserted-by":"crossref","first-page":"367","DOI":"10.1097\/PHM.0000000000000643","article-title":"Venous thromboembolism as predictor of acute care hospital transfer and inpatient rehabilitation length of stay","volume":"96","author":"Pinto","year":"2017","journal-title":"Am J Phys Med Rehabil"},{"key":"10.1016\/j.fas.2023.10.003_bib19","doi-asserted-by":"crossref","DOI":"10.7573\/dic.212568","article-title":"Influence of the duration of hospital length of stay on frequency of prophylaxis and risk for venous thromboembolism among patients hospitalized for acute medical illnesses in the USA","volume":"8","author":"Amin","year":"2019","journal-title":"Drugs Context"},{"key":"10.1016\/j.fas.2023.10.003_bib20","doi-asserted-by":"crossref","first-page":"394","DOI":"10.1002\/ams2.290","article-title":"Venous thromboembolism in major trauma patients: a single\u2010center retrospective cohort study of the epidemiology and utility of D\u2010dimer for screening","volume":"4","author":"Yumoto","year":"2017","journal-title":"Acute Med Surg"},{"key":"10.1016\/j.fas.2023.10.003_bib21","doi-asserted-by":"crossref","first-page":"76","DOI":"10.1097\/BCO.0000000000000833","article-title":"Venous thromboembolism following foot and ankle surgery: a case series of two tertiary medical centers and a review of the literature","volume":"31","author":"Arafah","year":"2020","journal-title":"Curr Orthop Pr"},{"key":"10.1016\/j.fas.2023.10.003_bib22","doi-asserted-by":"crossref","first-page":"21","DOI":"10.1016\/j.cpm.2018.08.002","article-title":"Prevention of deep venous thromboembolism in foot and ankle surgery","volume":"36","author":"Carr","year":"2019","journal-title":"Clin Podiatr Med Surg"},{"key":"10.1016\/j.fas.2023.10.003_bib23","doi-asserted-by":"crossref","first-page":"1436","DOI":"10.1016\/j.amjcard.2018.02.024","article-title":"Usefulness of statins for prevention of venous thromboembolism","volume":"121","author":"Chaffey","year":"2018","journal-title":"Am J Cardiol"},{"key":"10.1016\/j.fas.2023.10.003_bib24","doi-asserted-by":"crossref","first-page":"e83","DOI":"10.1016\/S2352-3026(16)30184-3","article-title":"Statins and primary prevention of venous thromboembolism: a systematic review and meta-analysis","volume":"4","author":"Kunutsor","year":"2017","journal-title":"Lancet Haematol"}],"container-title":["Foot and Ankle Surgery"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S1268773123001911?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S1268773123001911?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2025,10,22]],"date-time":"2025-10-22T11:11:54Z","timestamp":1761131514000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S1268773123001911"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,2]]},"references-count":24,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2024,2]]}},"alternative-id":["S1268773123001911"],"URL":"https:\/\/doi.org\/10.1016\/j.fas.2023.10.003","relation":{},"ISSN":["1268-7731"],"issn-type":[{"value":"1268-7731","type":"print"}],"subject":[],"published":{"date-parts":[[2024,2]]},"assertion":[{"value":"Elsevier","name":"publisher","label":"This article is maintained by"},{"value":"Using machine learning in the prediction of symptomatic venous thromboembolism following ankle fracture","name":"articletitle","label":"Article Title"},{"value":"Foot and Ankle Surgery","name":"journaltitle","label":"Journal Title"},{"value":"https:\/\/doi.org\/10.1016\/j.fas.2023.10.003","name":"articlelink","label":"CrossRef DOI link to publisher maintained version"},{"value":"article","name":"content_type","label":"Content Type"},{"value":"\u00a9 2023 European Foot and Ankle Society. Published by Elsevier Ltd. All rights reserved.","name":"copyright","label":"Copyright"}]}}