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Predictive analytics by deep machine learning: A call for next-gen tools to improve health care.

作者信息

Wells Philip

机构信息

Department of Medicine Ottawa Hospital Research Institute The Ottawa Hospital University of Ottawa Ottawa ON Canada.

出版信息

Res Pract Thromb Haemost. 2020 Jan 10;4(2):181-182. doi: 10.1002/rth2.12297. eCollection 2020 Feb.

DOI:10.1002/rth2.12297
PMID:32110747
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC7040532/
Abstract
摘要

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The use of artificial neural network analysis can improve the risk-stratification of patients presenting with suspected deep vein thrombosis.人工神经网络分析的使用可以提高疑似深静脉血栓形成患者的风险分层。
Br J Haematol. 2019 Apr;185(2):289-296. doi: 10.1111/bjh.15780. Epub 2019 Feb 6.
3
Evaluating Artificial Intelligence Applications in Clinical Settings.评估临床环境中的人工智能应用。
JAMA Netw Open. 2018 Sep 7;1(5):e182658. doi: 10.1001/jamanetworkopen.2018.2658.
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Clinical Decision Support in the Era of Artificial Intelligence.人工智能时代的临床决策支持
JAMA. 2018 Dec 4;320(21):2199-2200. doi: 10.1001/jama.2018.17163.
5
Extended Thromboprophylaxis with Betrixaban in Acutely Ill Medical Patients.急性病医学患者贝曲西班的延长血栓预防。
N Engl J Med. 2016 Aug 11;375(6):534-44. doi: 10.1056/NEJMoa1601747. Epub 2016 May 27.
6
External validation of the risk assessment model of the International Medical Prevention Registry on Venous Thromboembolism (IMPROVE) for medical patients in a tertiary health system.国际医疗预防静脉血栓栓塞登记处（IMPROVE）风险评估模型在三级医疗系统中对内科患者的外部验证。
J Am Heart Assoc. 2014 Nov 17;3(6):e001152. doi: 10.1161/JAHA.114.001152.
7
High-value testing begins with a few simple questions.高价值检测始于几个简单的问题。
Ann Intern Med. 2012 Jan 17;156(2):162-3. doi: 10.7326/0003-4819-156-2-201201170-00016.
8
Appropriateness of diagnostic management and outcomes of suspected pulmonary embolism.疑似肺栓塞的诊断管理适宜性及结果
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9
Ardeparin sodium for extended out-of-hospital prophylaxis against venous thromboembolism after total hip or knee replacement. A randomized, double-blind, placebo-controlled trial.达肝素钠用于全髋关节或全膝关节置换术后院外长期预防静脉血栓栓塞。一项随机、双盲、安慰剂对照试验。
Ann Intern Med. 2000 Jun 6;132(11):853-61. doi: 10.7326/0003-4819-132-11-200006060-00002.
10
Inherited thrombophilia: Part 2.遗传性血栓形成倾向：第2部分。
Thromb Haemost. 1996 Dec;76(6):824-34.