112 related articles for article (PubMed ID: 33578070)
1. An ensemble learning based framework to estimate warfarin maintenance dose with cross-over variables exploration on incomplete data set.
Liu Y; Chen J; You Y; Xu A; Li P; Wang Y; Sun J; Yu Z; Gao F; Zhang J
Comput Biol Med; 2021 Apr; 131():104242. PubMed ID: 33578070
[TBL] [Abstract][Full Text] [Related]
2. Stable warfarin dose prediction in sub-Saharan African patients: A machine-learning approach and external validation of a clinical dose-initiation algorithm.
Asiimwe IG; Blockman M; Cohen K; Cupido C; Hutchinson C; Jacobson B; Lamorde M; Morgan J; Mouton JP; Nakagaayi D; Okello E; Schapkaitz E; Sekaggya-Wiltshire C; Semakula JR; Waitt C; Zhang EJ; Jorgensen AL; Pirmohamed M
CPT Pharmacometrics Syst Pharmacol; 2022 Jan; 11(1):20-29. PubMed ID: 34889080
[TBL] [Abstract][Full Text] [Related]
3. An Adapted Neural-Fuzzy Inference System Model Using Preprocessed Balance Data to Improve the Predictive Accuracy of Warfarin Maintenance Dosing in Patients After Heart Valve Replacement.
Gu ZC; Huang SR; Dong L; Zhou Q; Wang J; Fu B; Chen J
Cardiovasc Drugs Ther; 2022 Oct; 36(5):879-889. PubMed ID: 33877502
[TBL] [Abstract][Full Text] [Related]
4. Machine Learning for Prediction of Stable Warfarin Dose in US Latinos and Latin Americans.
Steiner HE; Giles JB; Patterson HK; Feng J; El Rouby N; Claudio K; Marcatto LR; Tavares LC; Galvez JM; Calderon-Ospina CA; Sun X; Hutz MH; Scott SA; Cavallari LH; Fonseca-Mendoza DJ; Duconge J; Botton MR; Santos PCJL; Karnes JH
Front Pharmacol; 2021; 12():749786. PubMed ID: 34776967
[TBL] [Abstract][Full Text] [Related]
5. High-dimensional pharmacogenetic prediction of a continuous trait using machine learning techniques with application to warfarin dose prediction in African Americans.
Cosgun E; Limdi NA; Duarte CW
Bioinformatics; 2011 May; 27(10):1384-9. PubMed ID: 21450715
[TBL] [Abstract][Full Text] [Related]
6. Validation and comparison between two warfarin dosing clinical algorithms and warfarin fixed dosing in specialized heart center: cross-sectional study.
Elnour AA; Ahmed IM; Khalid AK; Elmustafa M
Pharm Pract (Granada); 2022; 20(3):2722. PubMed ID: 36733524
[TBL] [Abstract][Full Text] [Related]
7. Revisiting Warfarin Dosing Using Machine Learning Techniques.
Sharabiani A; Bress A; Douzali E; Darabi H
Comput Math Methods Med; 2015; 2015():560108. PubMed ID: 26146514
[TBL] [Abstract][Full Text] [Related]
8. Improved stacking ensemble learning based on feature selection to accurately predict warfarin dose.
Wang M; Qian Y; Yang Y; Chen H; Rao WF
Front Cardiovasc Med; 2023; 10():1320938. PubMed ID: 38312950
[TBL] [Abstract][Full Text] [Related]
9. An Ensemble Model for Prediction of Vancomycin Trough Concentrations in Pediatric Patients.
Huang X; Yu Z; Bu S; Lin Z; Hao X; He W; Yu P; Wang Z; Gao F; Zhang J; Chen J
Drug Des Devel Ther; 2021; 15():1549-1559. PubMed ID: 33883878
[TBL] [Abstract][Full Text] [Related]
10. Optimizing warfarin dosing using deep reinforcement learning.
Anzabi Zadeh S; Street WN; Thomas BW
J Biomed Inform; 2023 Jan; 137():104267. PubMed ID: 36494060
[TBL] [Abstract][Full Text] [Related]
11. Evolutionary Ensemble Learning Algorithm to Modeling of Warfarin Dose Prediction for Chinese.
Tao Y; Chen YJ; Fu X; Jiang B; Zhang Y
IEEE J Biomed Health Inform; 2019 Jan; 23(1):395-406. PubMed ID: 29993619
[TBL] [Abstract][Full Text] [Related]
12. Comparison of Nine Statistical Model Based Warfarin Pharmacogenetic Dosing Algorithms Using the Racially Diverse International Warfarin Pharmacogenetic Consortium Cohort Database.
Liu R; Li X; Zhang W; Zhou HH
PLoS One; 2015; 10(8):e0135784. PubMed ID: 26305568
[TBL] [Abstract][Full Text] [Related]
13. Evaluating warfarin dosing models on multiple datasets with a novel software framework and evolutionary optimisation.
Truda G; Marais P
J Biomed Inform; 2021 Jan; 113():103634. PubMed ID: 33271340
[TBL] [Abstract][Full Text] [Related]
14. An Ensemble Model With Clustering Assumption for Warfarin Dose Prediction in Chinese Patients.
Tao Y; Chen YJ; Xue L; Xie C; Jiang B; Zhang Y
IEEE J Biomed Health Inform; 2019 Nov; 23(6):2642-2654. PubMed ID: 30624235
[TBL] [Abstract][Full Text] [Related]
15. Applying an artificial neural network to warfarin maintenance dose prediction.
Solomon I; Maharshak N; Chechik G; Leibovici L; Lubetsky A; Halkin H; Ezra D; Ash N
Isr Med Assoc J; 2004 Dec; 6(12):732-5. PubMed ID: 15609884
[TBL] [Abstract][Full Text] [Related]
16. Determining the adjusted initial treatment dose of warfarin anticoagulant medicine using kernel-based support vector regression.
Maghsoudi R; Mirzarezaee M; Sadeghi M; Nadjar-Araabi B
Comput Methods Programs Biomed; 2022 Feb; 214():106589. PubMed ID: 34963093
[TBL] [Abstract][Full Text] [Related]
17. Warfarin maintenance dose Prediction for Patients undergoing heart valve replacement- a hybrid model with genetic algorithm and Back-Propagation neural network.
Li Q; Tao H; Wang J; Zhou Q; Chen J; Qin WZ; Dong L; Fu B; Hou JL; Chen J; Zhang WH
Sci Rep; 2018 Jun; 8(1):9712. PubMed ID: 29946101
[TBL] [Abstract][Full Text] [Related]
18. Predicting warfarin dosage from clinical data: a supervised learning approach.
Hu YH; Wu F; Lo CL; Tai CT
Artif Intell Med; 2012 Sep; 56(1):27-34. PubMed ID: 22537823
[TBL] [Abstract][Full Text] [Related]
19. PeNGaRoo, a combined gradient boosting and ensemble learning framework for predicting non-classical secreted proteins.
Zhang Y; Yu S; Xie R; Li J; Leier A; Marquez-Lago TT; Akutsu T; Smith AI; Ge Z; Wang J; Lithgow T; Song J
Bioinformatics; 2020 Feb; 36(3):704-712. PubMed ID: 31393553
[TBL] [Abstract][Full Text] [Related]
20. Prediction of vancomycin dose on high-dimensional data using machine learning techniques.
Huang X; Yu Z; Wei X; Shi J; Wang Y; Wang Z; Chen J; Bu S; Li L; Gao F; Zhang J; Xu A
Expert Rev Clin Pharmacol; 2021 Jun; 14(6):761-771. PubMed ID: 33835879
[TBL] [Abstract][Full Text] [Related]
[Next] [New Search]