Jose Antonio Seoane
Jose Antonio Seoane
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Integrated genomic characterization of oesophageal carcinoma
Cancer Genome Atlas Research Network
Nature 541 (7636), 169-175, 2017
Classification of EEG signals using relative wavelet energy and artificial neural networks
L Guo, D Rivero, JA Seoane, A Pazos
Proceedings of the first ACM/SIGEVO Summit on Genetic and Evolutionary …, 2009
The chromatin accessibility landscape of primary human cancers
MR Corces, JM Granja, S Shams, BH Louie, JA Seoane, W Zhou, ...
Science 362 (6413), 2018
Comparative molecular analysis of gastrointestinal adenocarcinomas
Y Liu, NS Sethi, T Hinoue, BG Schneider, AD Cherniack, F Sanchez-Vega, ...
Cancer cell 33 (4), 721-735. e8, 2018
Drug discovery and design for complex diseases through QSAR computational methods
C R Munteanu, E Fernández-Blanco, J A Seoane, P Izquierdo-Novo, ...
Current pharmaceutical design 16 (24), 2640-2655, 2010
Quantitative evidence for early metastatic seeding in colorectal cancer
Z Hu, J Ding, Z Ma, R Sun, JA Seoane, JS Shaffer, CJ Suarez, ...
Nature genetics 51 (7), 1113, 2019
A p53 super-tumor suppressor reveals a tumor suppressive p53-Ptpn14-Yap axis in pancreatic cancer
SS Mello, LJ Valente, N Raj, JA Seoane, BM Flowers, J McClendon, ...
Cancer cell 32 (4), 460-473. e6, 2017
Dynamics of breast-cancer relapse reveal late-recurring ER-positive genomic subgroups
OM Rueda, SJ Sammut, JA Seoane, SF Chin, JL Caswell-Jin, M Callari, ...
Nature 567 (7748), 399-404, 2019
A pathway-based data integration framework for prediction of disease progression
JA Seoane, INM Day, TR Gaunt, C Campbell
Bioinformatics 30 (6), 838-845, 2014
Community assessment to advance computational prediction of cancer drug combinations in a pharmacogenomic screen
MP Menden, D Wang, MJ Mason, B Szalai, KC Bulusu, Y Guan, T Yu, ...
Nature communications 10 (1), 1-17, 2019
Star graphs of protein sequences and proteome mass spectra in cancer prediction
JM Vázquez, V Aguiar, JA Seoane, A Freire, JA Serantes, J Dorado, ...
Current Proteomics 6 (4), 275-288, 2009
RRegrs: an R package for computer-aided model selection with multiple regression models
G Tsiliki, CR Munteanu, JA Seoane, C Fernandez-Lozano, H Sarimveis, ...
Journal of cheminformatics 7 (1), 1-16, 2015
Mapping the in vivo fitness landscape of lung adenocarcinoma tumor suppression in mice
ZN Rogers, CD McFarland, IP Winters, JA Seoane, JJ Brady, S Yoon, ...
Nature genetics 50 (4), 483-486, 2018
Texture classification using feature selection and kernel-based techniques
C Fernandez-Lozano, JA Seoane, M Gestal, TR Gaunt, J Dorado, ...
Soft Computing 19 (9), 2469-2480, 2015
Canonical correlation analysis for gene-based pleiotropy discovery
JA Seoane, C Campbell, INM Day, JP Casas, TR Gaunt
PLoS Comput Biol 10 (10), e1003876, 2014
An artificial neural network improves the non-invasive diagnosis of significant fibrosis in HIV/HCV coinfected patients
S Resino, JA Seoane, JM Bellón, J Dorado, F Martin-Sanchez, E Alvarez, ...
Journal of Infection 62 (1), 77-86, 2011
Breast density classification to reduce false positives in CADe systems
N Vállez, G Bueno, O Déniz, J Dorado, JA Seoane, A Pazos, C Pastor
Computer methods and programs in biomedicine 113 (2), 569-584, 2014
Naďve Bayes QSDR classification based on spiral-graph Shannon entropies for protein biomarkers in human colon cancer
V Aguiar-Pulido, CR Munteanu, JA Seoane, E Fernandez-Blanco, ...
Molecular BioSystems 8 (6), 1716-1722, 2012
Classification of signaling proteins based on molecular star graph descriptors using Machine Learning models
C Fernandez-Lozano, RF Cuinas, JA Seoane, E Fernandez-Blanco, ...
Journal of theoretical biology 384, 50-58, 2015
Machine learning techniques for single nucleotide polymorphism—disease classification models in schizophrenia
V Aguiar-Pulido, JA Seoane, JR Rabuńal, J Dorado, A Pazos, ...
Molecules 15 (7), 4875-4889, 2010
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