Fernandez-Lozano C - Search Results

1

Improving enzyme regulatory protein classification by means of SVM-RFE feature selection.

Fernandez-Lozano C, Fernández-Blanco E, Dave K, Pedreira N, Gestal M, Dorado J, Munteanu CR. Fernandez-Lozano C, et al. Mol Biosyst. 2014 May;10(5):1063-71. doi: 10.1039/c3mb70489k. Mol Biosyst. 2014. PMID: 24556806 Free article.

2

Applied computational techniques on schizophrenia using genetic mutations.

Aguiar-Pulido V, Gestal M, Fernandez-Lozano C, Rivero D, Munteanu CR. Aguiar-Pulido V, et al. Curr Top Med Chem. 2013;13(5):675-84. doi: 10.2174/1568026611313050010. Curr Top Med Chem. 2013. PMID: 23548028 Review.

3

Kernel-based feature selection techniques for transport proteins based on star graph topological indices.

Fernandez-Lozano C, Gestal M, Pedreira-Souto N, Postelnicu L, Dorado J, Munteanu CR. Fernandez-Lozano C, et al. Curr Top Med Chem. 2013;13(14):1681-91. doi: 10.2174/15680266113139990119. Curr Top Med Chem. 2013. PMID: 23889046

4

Anonymizing patient genomic data for public sharing association studies.

Fernandez-Lozano C, Lopez-Campos G, Seoane JA, Lopez-Alonso V, Dorado J, Martín-Sanchez F, Pazos A. Fernandez-Lozano C, et al. Stud Health Technol Inform. 2013;192:979. Stud Health Technol Inform. 2013. PMID: 23920753

5

Hybrid model based on Genetic Algorithms and SVM applied to variable selection within fruit juice classification.

Fernandez-Lozano C, Canto C, Gestal M, Andrade-Garda JM, Rabuñal JR, Dorado J, Pazos A. Fernandez-Lozano C, et al. ScientificWorldJournal. 2013 Dec 10;2013:982438. doi: 10.1155/2013/982438. eCollection 2013. ScientificWorldJournal. 2013. PMID: 24453933 Free PMC article.

6

Markov mean properties for cell death-related protein classification.

Fernandez-Lozano C, Gestal M, González-Díaz H, Dorado J, Pazos A, Munteanu CR. Fernandez-Lozano C, et al. J Theor Biol. 2014 May 21;349:12-21. doi: 10.1016/j.jtbi.2014.01.033. Epub 2014 Jan 31. J Theor Biol. 2014. PMID: 24491256

7

Two-dimensional gel electrophoresis image registration using block-matching techniques and deformation models.

Rodriguez A, Fernandez-Lozano C, Dorado J, Rabuñal JR. Rodriguez A, et al. Anal Biochem. 2014 Jun 1;454:53-9. doi: 10.1016/j.ab.2014.02.027. Epub 2014 Mar 5. Anal Biochem. 2014. PMID: 24613260 Free article.

8

Solvent accessible surface area-based hot-spot detection methods for protein-protein and protein-nucleic acid interfaces.

Munteanu CR, Pimenta AC, Fernandez-Lozano C, Melo A, Cordeiro MN, Moreira IS. Munteanu CR, et al. J Chem Inf Model. 2015 May 26;55(5):1077-86. doi: 10.1021/ci500760m. Epub 2015 Apr 17. J Chem Inf Model. 2015. PMID: 25845030

9

Classification of signaling proteins based on molecular star graph descriptors using Machine Learning models.

Fernandez-Lozano C, Cuiñas RF, Seoane JA, Fernández-Blanco E, Dorado J, Munteanu CR. Fernandez-Lozano C, et al. J Theor Biol. 2015 Nov 7;384:50-8. doi: 10.1016/j.jtbi.2015.07.038. Epub 2015 Aug 20. J Theor Biol. 2015. PMID: 26297890

10

RRegrs: an R package for computer-aided model selection with multiple regression models.

Tsiliki G, Munteanu CR, Seoane JA, Fernandez-Lozano C, Sarimveis H, Willighagen EL. Tsiliki G, et al. J Cheminform. 2015 Sep 15;7:46. doi: 10.1186/s13321-015-0094-2. eCollection 2015. J Cheminform. 2015. PMID: 26379782 Free PMC article.

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