Vellido A - Search Results

1

Editorial: Systems biology and data-driven machine learning-based models in personalized cardiovascular medicine.

Hueso M, Rotllan N, Escolà-Gil JC, Vellido A. Hueso M, et al. Among authors: vellido a. Front Cardiovasc Med. 2023 Oct 27;10:1320110. doi: 10.3389/fcvm.2023.1320110. eCollection 2023. Front Cardiovasc Med. 2023. PMID: 37965080 Free PMC article. No abstract available.

2

Assessment of statistical and neural networks methods in NMR spectral classification and metabolite selection.

Lisboa PJ, Kirby SP, Vellido A, Lee YY, El-Deredy W. Lisboa PJ, et al. Among authors: vellido a. NMR Biomed. 1998 Jun-Aug;11(4-5):225-34. doi: 10.1002/(sici)1099-1492(199806/08)11:4/5<225::aid-nbm509>3.0.co;2-q. NMR Biomed. 1998. PMID: 9719577

3

Finding discriminative subtypes of aggressive brain tumours using magnetic resonance spectroscopy.

Colas F, Kok JN, Vellido A. Colas F, et al. Among authors: vellido a. Annu Int Conf IEEE Eng Med Biol Soc. 2010;2010:1065-8. doi: 10.1109/IEMBS.2010.5627286. Annu Int Conf IEEE Eng Med Biol Soc. 2010. PMID: 21096552

4

Bias reduction in skewed binary classification with Bayesian neural networks.

Lisboa PJ, Vellido A, Wong H. Lisboa PJ, et al. Among authors: vellido a. Neural Netw. 2000 May-Jun;13(4-5):407-10. doi: 10.1016/s0893-6080(00)00022-8. Neural Netw. 2000. PMID: 10946389

5

Semi-supervised analysis of human brain tumours from partially labeled MRS information, using manifold learning models.

Cruz-Barbosa R, Vellido A. Cruz-Barbosa R, et al. Among authors: vellido a. Int J Neural Syst. 2011 Feb;21(1):17-29. doi: 10.1142/S0129065711002626. Int J Neural Syst. 2011. PMID: 21243728

6

Advances in clustering and visualization of time series using GTM through time.

Olier I, Vellido A. Olier I, et al. Among authors: vellido a. Neural Netw. 2008 Sep;21(7):904-13. doi: 10.1016/j.neunet.2008.05.013. Epub 2008 Jun 14. Neural Netw. 2008. PMID: 18653311

7

Selective smoothing of the generative topographic mapping.

Vellido A, El-Deredy W, Lisboa PG. Vellido A, et al. IEEE Trans Neural Netw. 2003;14(4):847-52. doi: 10.1109/TNN.2003.813834. IEEE Trans Neural Netw. 2003. PMID: 18238064

8

Label noise in subtype discrimination of class C G protein-coupled receptors: A systematic approach to the analysis of classification errors.

König C, Cárdenas MI, Giraldo J, Alquézar R, Vellido A. König C, et al. Among authors: vellido a. BMC Bioinformatics. 2015 Sep 29;16:314. doi: 10.1186/s12859-015-0731-9. BMC Bioinformatics. 2015. PMID: 26415951 Free PMC article.

9

Missing data imputation through GTM as a mixture of t-distributions.

Vellido A. Vellido A. Neural Netw. 2006 Dec;19(10):1624-35. doi: 10.1016/j.neunet.2005.11.003. Epub 2006 Mar 31. Neural Netw. 2006. PMID: 16580176

10

Artificial Intelligence for the Artificial Kidney: Pointers to the Future of a Personalized Hemodialysis Therapy.

Hueso M, Vellido A, Montero N, Barbieri C, Ramos R, Angoso M, Cruzado JM, Jonsson A. Hueso M, et al. Among authors: vellido a. Kidney Dis (Basel). 2018 Feb;4(1):1-9. doi: 10.1159/000486394. Epub 2018 Jan 25. Kidney Dis (Basel). 2018. PMID: 29594137 Free PMC article. Review.

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