Pau Bellot
Pau Bellot
Brainomix
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Can deep learning improve genomic prediction of complex human traits?
P Bellot, G de Los Campos, M Pérez-Enciso
Genetics 210 (3), 809-819, 2018
402018
NetBenchmark: a bioconductor package for reproducible benchmarks of gene regulatory network inference
P Bellot, C Olsen, P Salembier, A Oliveras-Vergés, PE Meyer
BMC Bioinformatics 16, 1 - 15, 2015
362015
Likely effects of climate change on groundwater availability in a Mediterranean region of Southeastern Spain
H Moutahir, P Bellot, R Monjo, J Bellot, M Garcia, I Touhami
Hydrological processes 31 (1), 161-176, 2017
132017
Identification of rumen microbial biomarkers linked to methane emission in Holstein dairy cows
Y Ramayo‐Caldas, L Zingaretti, M Popova, J Estellé, A Bernard, N Pons, ...
Journal of Animal Breeding and Genetics 137 (1), 49-59, 2020
112020
Gene expression data classification combining hierarchical representation and efficient feature selection
M Bosio, P Bellot, P Salembier, A Oliveras-Verges
Journal of Biological Systems 20 (04), 349-375, 2012
112012
Feature set enhancement via hierarchical clustering for microarray classification
M Bosio, PB Pujalte, P Salembier, A Oliveras-Vergés
Genomic Signal Processing and Statistics (GENSIPS), 2011 IEEE International …, 2011
82011
Study of Meta-analysis strategies for network inference using information-theoretic approaches
NC Pham, B Haibe-Kains, P Bellot, G Bontempi, PE Meyer
BioData mining 10 (1), 15, 2017
52017
Efficient Combination of Pairwise Feature Networks
P Bellot, PE Meyer
Neural Connectomics Challenge, 2017
42017
Differential expression of long non‐coding RNA s are related to proliferation and histological diversity in follicular lymphomas
A Roisman, G Castellano, A Navarro, B Gonzalez‐Farre, P Pérez‐Galan, ...
British Journal of Haematology, 2018
32018
Study of gene regulatory networks inference methods from gene expression data
P Bellot Pujalte
Universitat Politècnica de Catalunya, 2017
22017
Study of normalization and aggregation approaches for consensus network estimation
P Bellot Pujalte, PJ Salembier Clairon, A Oliveras Vergés, P Meyer
IEEE SSCI 2015: 2015 IEEE Symposium Series on Computational Intelligence; 7 …, 2015
22015
Ensemble learning and hierarchical data representation for microarray classification
M Bosio, P Bellot, P Salembier, AO Verge
13th IEEE International Conference on BioInformatics and BioEngineering, 1-4, 2013
22013
Hierarchical clustering combining numerical and biological similarities for gene expression data classification
M Bosio, P Salembier, P Bellot, A Oliveras-Verges
2013 35th Annual International Conference of the IEEE Engineering in …, 2013
22013
Multiclass cancer-microarray classification algorithm with Pair-Against-All redundancy
M Bosio, P Bellot, P Salembier, A Oliveras-Vergés
Proceedings 2012 IEEE International Workshop on Genomic Signal Processing …, 2012
22012
Study of gene expression representation with Treelets and hierarchical clustering algorithms
P Bellot Pujalte
Universitat Politècnica de Catalunya, 2011
1*2011
Microarray classification with hierarchical data representation and novel feature selection criteria
M Bosio, P Bellot, P Salembier, AO Vergés
1*
Differential expression of long non-coding RNAs are related to proliferation and histological diversity in follicular lymphomas. Br J Haematol. 2018 Nov 22. In press
A Roisman, G Castellano, A Navarro, B González Farré, P Pérez Galán, ...
British Journal of Haematology, 2018, vol. 184, num. 3, p. 373-383, 2019
2019
Unsupervised GRN Ensemble
P Bellot, P Salembier, NC Pham, PE Meyer
Gene Regulatory Networks, 283-302, 2019
2019
GENETICS, Vol. 210, December 2018, Copyright© 2018
BM Berger, JH Kim, ER Hildebrandt, IC Davis, MC Morgan, JL Hougland, ...
Genetics 210, 2018
2018
LNCRNA'S IN FOLICULAR LYMPHOMA OF HIGH GRADE ASSOCIATED WITH RELATED PATHWAYS WITH AGGRESSIVENESS BOTH IN TUMOR CELLS AND THE MICROENVIRONMENT
L Hernandez Pous, A Roisman, A Navarro Lopez, C Munoz Lozano, ...
HAEMATOLOGICA 100, 157-157, 2015
2015
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