Literature DB >> 25164187

Use of artificial neural network to predict warfarin individualized dosage regime in Chinese patients receiving low-intensity anticoagulation after heart valve replacement.

Qin Zhou1, Joey Kwong2, Jie Chen3, Wenzhe Qin1, Jin Chen4, Li Dong5.   

Abstract

Entities:  

Keywords:  Artificial neural networks; Chinese patients; Dose prediction; Low-intensity anticoagulation; Warfarin

Mesh：

Substances：

Year:  2014        PMID： 25164187     DOI： 10.1016/j.ijcard.2014.08.062

Source DB:  PubMed          Journal:  Int J Cardiol        ISSN： 0167-5273            Impact factor:   4.164


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  5 in total

1.  Nonlinear Machine Learning in Warfarin Dose Prediction: Insights from Contemporary Modelling Studies.

Authors:  Fengying Zhang; Yan Liu; Weijie Ma; Shengming Zhao; Jin Chen; Zhichun Gu
Journal:  J Pers Med       Date:  2022-04-29

2.  A prediction study of warfarin individual stable dose after mechanical heart valve replacement: adaptive neural-fuzzy inference system prediction.

Authors:  Huan Tao; Qian Li; Qin Zhou; Jie Chen; Bo Fu; Jing Wang; Wenzhe Qin; Jianglong Hou; Jin Chen; Li Dong
Journal:  BMC Surg       Date:  2018-02-15       Impact factor: 2.102

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

Authors:  Qian Li; Huan Tao; Jing Wang; Qin Zhou; Jie Chen; Wen Zhe Qin; Li Dong; Bo Fu; Jiang Long Hou; Jin Chen; Wei-Hong Zhang
Journal:  Sci Rep       Date:  2018-06-26       Impact factor: 4.379

4.  Warfarin maintenance dose prediction for Chinese after heart valve replacement by a feedforward neural network with equal stratified sampling.

Authors:  Weijie Ma; Hongying Li; Li Dong; Qin Zhou; Bo Fu; Jiang-Long Hou; Jing Wang; Wenzhe Qin; Jin Chen
Journal:  Sci Rep       Date:  2021-07-02       Impact factor: 4.379

Review 5.  Warfarin dosing algorithms: A systematic review.

Authors:  Innocent G Asiimwe; Eunice J Zhang; Rostam Osanlou; Andrea L Jorgensen; Munir Pirmohamed
Journal:  Br J Clin Pharmacol       Date:  2020-11-18       Impact factor: 4.335
  5 in total

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