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Results: 1 to 20 of 52

1.

Classification of neocortical interneurons using affinity propagation.

Santana R, McGarry LM, Bielza C, Larrañaga P, Yuste R.

Front Neural Circuits. 2013 Dec 3;7:185. doi: 10.3389/fncir.2013.00185. eCollection 2013.

PMID:
24348339
[PubMed - indexed for MEDLINE]
Free PMC Article
2.

A new measure for gene expression biclustering based on non-parametric correlation.

Flores JL, Inza I, Larrañaga P, Calvo B.

Comput Methods Programs Biomed. 2013 Dec;112(3):367-97. doi: 10.1016/j.cmpb.2013.07.025. Epub 2013 Aug 19.

PMID:
24079964
[PubMed - indexed for MEDLINE]
3.

Bayesian sparse partial least squares.

Vidaurre D, van Gerven MA, Bielza C, Larrañaga P, Heskes T.

Neural Comput. 2013 Dec;25(12):3318-39. doi: 10.1162/NECO_a_00524. Epub 2013 Sep 18.

PMID:
24047319
[PubMed - indexed for MEDLINE]
4.

Unveiling relevant non-motor Parkinson's disease severity symptoms using a machine learning approach.

Armañanzas R, Bielza C, Chaudhuri KR, Martinez-Martin P, Larrañaga P.

Artif Intell Med. 2013 Jul;58(3):195-202. doi: 10.1016/j.artmed.2013.04.002. Epub 2013 May 25.

PMID:
23711400
[PubMed - indexed for MEDLINE]
5.

Machine learning approach for the outcome prediction of temporal lobe epilepsy surgery.

Armañanzas R, Alonso-Nanclares L, Defelipe-Oroquieta J, Kastanauskaite A, de Sola RG, Defelipe J, Bielza C, Larrañaga P.

PLoS One. 2013 Apr 30;8(4):e62819. doi: 10.1371/journal.pone.0062819. Print 2013.

PMID:
23646148
[PubMed - indexed for MEDLINE]
Free PMC Article
6.

Antimicrobial activity of pleurocidin is retained in Plc-2, a C-terminal 12-amino acid fragment.

Souza AL, Díaz-Dellavalle P, Cabrera A, Larrañaga P, Dalla-Rizza M, De-Simone SG.

Peptides. 2013 Jul;45:78-84. doi: 10.1016/j.peptides.2013.03.030. Epub 2013 Apr 17.

PMID:
23603258
[PubMed - indexed for MEDLINE]
Free Article
7.

New insights into the classification and nomenclature of cortical GABAergic interneurons.

DeFelipe J, López-Cruz PL, Benavides-Piccione R, Bielza C, Larrañaga P, Anderson S, Burkhalter A, Cauli B, Fairén A, Feldmeyer D, Fishell G, Fitzpatrick D, Freund TF, González-Burgos G, Hestrin S, Hill S, Hof PR, Huang J, Jones EG, Kawaguchi Y, Kisvárday Z, Kubota Y, Lewis DA, Marín O, Markram H, McBain CJ, Meyer HS, Monyer H, Nelson SB, Rockland K, Rossier J, Rubenstein JL, Rudy B, Scanziani M, Shepherd GM, Sherwood CC, Staiger JF, Tamás G, Thomson A, Wang Y, Yuste R, Ascoli GA.

Nat Rev Neurosci. 2013 Mar;14(3):202-16. doi: 10.1038/nrn3444. Epub 2013 Feb 6.

PMID:
23385869
[PubMed - indexed for MEDLINE]
Free PMC Article
8.

Predicting human immunodeficiency virus inhibitors using multi-dimensional Bayesian network classifiers.

Borchani H, Bielza C, Toro C, Larrañaga P.

Artif Intell Med. 2013 Mar;57(3):219-29. doi: 10.1016/j.artmed.2012.12.005. Epub 2013 Feb 1.

PMID:
23375464
[PubMed - indexed for MEDLINE]
9.

Three-dimensional spatial distribution of synapses in the neocortex: a dual-beam electron microscopy study.

Merchán-Pérez A, Rodríguez JR, González S, Robles V, Defelipe J, Larrañaga P, Bielza C.

Cereb Cortex. 2014 Jun;24(6):1579-88. doi: 10.1093/cercor/bht018. Epub 2013 Jan 30.

PMID:
23365213
[PubMed - in process]
Free PMC Article
10.

Predicting dementia development in Parkinson's disease using Bayesian network classifiers.

Morales DA, Vives-Gilabert Y, Gómez-Ansón B, Bengoetxea E, Larrañaga P, Bielza C, Pagonabarraga J, Kulisevsky J, Corcuera-Solano I, Delfino M.

Psychiatry Res. 2013 Aug 30;213(2):92-8. doi: 10.1016/j.pscychresns.2012.06.001. Epub 2012 Nov 11.

PMID:
23149030
[PubMed - indexed for MEDLINE]
11.

A new feature extraction method for signal classification applied to cord dorsum potential detection.

Vidaurre D, Rodríguez EE, Bielza C, Larrañaga P, Rudomin P.

J Neural Eng. 2012 Oct;9(5):056009. Epub 2012 Aug 28.

PMID:
22929924
[PubMed - indexed for MEDLINE]
Free PMC Article
12.

Markov blanket-based approach for learning multi-dimensional Bayesian network classifiers: an application to predict the European Quality of Life-5 Dimensions (EQ-5D) from the 39-item Parkinson's Disease Questionnaire (PDQ-39).

Borchani H, Bielza C, Martı Nez-Martı N P, Larrañaga P.

J Biomed Inform. 2012 Dec;45(6):1175-84. doi: 10.1016/j.jbi.2012.07.010. Epub 2012 Aug 8.

PMID:
22897950
[PubMed - indexed for MEDLINE]
Free Article
13.

Mouse p53-deficient cancer models as platforms for obtaining genomic predictors of human cancer clinical outcomes.

Dueñas M, Santos M, Aranda JF, Bielza C, Martínez-Cruz AB, Lorz C, Taron M, Ciruelos EM, Rodríguez-Peralto JL, Martín M, Larrañaga P, Dahabreh J, Stathopoulos GP, Rosell R, Paramio JM, García-Escudero R.

PLoS One. 2012;7(8):e42494. doi: 10.1371/journal.pone.0042494. Epub 2012 Aug 7.

PMID:
22880004
[PubMed - indexed for MEDLINE]
Free PMC Article
14.

Regularized logistic regression and multiobjective variable selection for classifying MEG data.

Santana R, Bielza C, Larrañaga P.

Biol Cybern. 2012 Sep;106(6-7):389-405. doi: 10.1007/s00422-012-0506-6. Epub 2012 Aug 2.

PMID:
22854976
[PubMed - indexed for MEDLINE]
15.

Ensemble transcript interaction networks: a case study on Alzheimer's disease.

Armañanzas R, Larrañaga P, Bielza C.

Comput Methods Programs Biomed. 2012 Oct;108(1):442-50. doi: 10.1016/j.cmpb.2011.11.011. Epub 2012 Jan 26.

PMID:
22281045
[PubMed - indexed for MEDLINE]
16.

Identification of a biomarker panel for colorectal cancer diagnosis.

García-Bilbao A, Armañanzas R, Ispizua Z, Calvo B, Alonso-Varona A, Inza I, Larrañaga P, López-Vivanco G, Suárez-Merino B, Betanzos M.

BMC Cancer. 2012 Jan 26;12:43. doi: 10.1186/1471-2407-12-43.

PMID:
22280244
[PubMed - indexed for MEDLINE]
Free PMC Article
17.

On nonlinearity in neural encoding models applied to the primary visual cortex.

Vidaurre D, Bielza C, Larrañaga P.

Network. 2011;22(1-4):97-125. doi: 10.3109/0954898X.2011.637606. Review.

PMID:
22149671
[PubMed - indexed for MEDLINE]
18.

Peakbin selection in mass spectrometry data using a consensus approach with estimation of distribution algorithms.

Armañanzas R, Saeys Y, Inza I, García-Torres M, Bielza C, van de Peer Y, Larrañaga P.

IEEE/ACM Trans Comput Biol Bioinform. 2011 May-Jun;8(3):760-74. doi: 10.1109/TCBB.2010.18.

PMID:
21393653
[PubMed - indexed for MEDLINE]
19.

Models and simulation of 3D neuronal dendritic trees using Bayesian networks.

López-Cruz PL, Bielza C, Larrañaga P, Benavides-Piccione R, DeFelipe J.

Neuroinformatics. 2011 Dec;9(4):347-69. doi: 10.1007/s12021-011-9103-4.

PMID:
21305364
[PubMed - indexed for MEDLINE]
20.

Comparison between supervised and unsupervised classifications of neuronal cell types: a case study.

Guerra L, McGarry LM, Robles V, Bielza C, Larrañaga P, Yuste R.

Dev Neurobiol. 2011 Jan 1;71(1):71-82. doi: 10.1002/dneu.20809.

PMID:
21154911
[PubMed - indexed for MEDLINE]
Free PMC Article

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