Warfarin maintenance dose Prediction for Patients undergoing heart valve replacement— a hybrid model with genetic algorithm and Back-Propagation neural network-Reference-Cited by-同舟云学术

Warfarin maintenance dose Prediction for Patients undergoing heart valve replacement— a hybrid model with genetic algorithm and Back-Propagation neural network

Published:2018-06-26 Issue:1 Volume:8 Page:
ISSN:2045-2322
Container-title:Scientific Reports
language:en
Short-container-title:Sci Rep

Author:

Li Qian,Tao Huan,Wang Jing,Zhou Qin,Chen Jie,Qin Wen Zhe,Dong Li,Fu Bo,Hou Jiang Long,Chen Jin,Zhang Wei-Hong

Publisher

Springer Science and Business Media LLC

Subject

Multidisciplinary

Link

http://www.nature.com/articles/s41598-018-27772-9.pdf

Reference43 articles.

1. Nishimura, R. A. et al. AHA/ACC Focused Update of the 2014 AHA/ACC Guideline for the Management of Patients With Valvular Heart Disease. Journal of the American College of Cardiology (2017).

2. Anderson, J. L. et al. Randomized trial of genotype-guided versus standard warfarin dosing in patients initiating oral anticoagulation. Circulation 116, 2563–2570, https://doi.org/10.1161/circulationaha.107.737312 (2007).

3. Weiss, P., Halkin, H. & Almog, S. The negative impact of biological variation in the effect and clearance of warfarin on methods for prediction of dose requirements. Thrombosis and haemostasis 56, 371–375 (1986).

4. Jonas, D. E. & McLeod, H. L. Genetic and clinical factors relating to warfarin dosing. Trends in pharmacological sciences 30, 375–386, https://doi.org/10.1016/j.tips.2009.05.001 (2009).

5. Zhou, Q. et al. Use of artificial neural network to predict warfarin individualized dosage regime in Chinese patients receiving low-intensity anticoagulation after heart valve replacement. International journal of cardiology 176, 1462–1464, https://doi.org/10.1016/j.ijcard.2014.08.062 (2014).

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