Improving classification accuracy using data augmentation on small data sets
Moreno-Barea, Francisco J., Jerez, José M., Franco, Leonardo
Published in Expert systems with applications (15.12.2020)
Published in Expert systems with applications (15.12.2020)
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Journal Article
Explainable clinical coding with in-domain adapted transformers
López-García, Guillermo, Jerez, José M., Ribelles, Nuria, Alba, Emilio, Veredas, Francisco J.
Published in Journal of biomedical informatics (01.03.2023)
Published in Journal of biomedical informatics (01.03.2023)
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Journal Article
A microRNA signature associated with early recurrence in breast cancer
Pérez-Rivas, Luis G, Jerez, José M, Carmona, Rosario, de Luque, Vanessa, Vicioso, Luis, Claros, M Gonzalo, Viguera, Enrique, Pajares, Bella, Sánchez, Alfonso, Ribelles, Nuria, Alba, Emilio, Lozano, José
Published in PloS one (14.03.2014)
Published in PloS one (14.03.2014)
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Journal Article
Missing data imputation using statistical and machine learning methods in a real breast cancer problem
Jerez, José M, Molina, Ignacio, García-Laencina, Pedro J, Alba, Emilio, Ribelles, Nuria, Martín, Miguel, Franco, Leonardo
Published in Artificial intelligence in medicine (01.10.2010)
Published in Artificial intelligence in medicine (01.10.2010)
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Journal Article
Male breast cancer: correlation between immunohistochemical subtyping and PAM50 intrinsic subtypes, and the subsequent clinical outcomes
Sánchez-Muñoz, Alfonso, Vicioso, Luis, Santonja, Angela, Álvarez, Martina, Plata-Fernández, Yéssica, Miramón, José, Zarcos, Irene, Ramírez-Tortosa, César L, Montes-Torres, Julio, Jerez, José M, de Luque, Vanessa, Llácer, Casilda, Fernández-De Sousa, Cristina E, Pérez-Villa, Lidia, Alba, Emilio
Published in Modern pathology (01.02.2018)
Published in Modern pathology (01.02.2018)
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Journal Article
Supervised discretization can discover risk groups in cancer survival analysis
Gómez, Iván, Ribelles, Nuria, Franco, Leonardo, Alba, Emilio, Jerez, José M
Published in Computer methods and programs in biomedicine (01.11.2016)
Published in Computer methods and programs in biomedicine (01.11.2016)
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Journal Article
The Generalization Complexity Measure for Continuous Input Data
Franco, Leonardo, Jerez, José M., Osenda, Omar, Cannas, Sergio A., Gómez, Iván
Published in TheScientificWorld (01.01.2014)
Published in TheScientificWorld (01.01.2014)
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Journal Article
Computational Intelligence Techniques in Medicine
López-Rubio, Ezequiel, Elizondo, David A., Grootveld, Martin, Jerez, José M., Luque-Baena, Rafael M.
Published in Computational and mathematical methods in medicine (01.01.2015)
Published in Computational and mathematical methods in medicine (01.01.2015)
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Journal Article
Layer multiplexing FPGA implementation for deep back-propagation learning
Ortega-Zamorano, Francisco, Jerez, José M, Gómez, Iván, Franco, Leonardo
Published in Integrated computer-aided engineering (01.01.2017)
Published in Integrated computer-aided engineering (01.01.2017)
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Journal Article
PREDICTION OF CARBON MONOXIDE (CO) ATMOSPHERIC POLLUTION CONCENTRATIONS USING METEROLOGICAL VARIABLES
TURIAS, IGNACIO J, JEREZ, JOSÉ M, Franco, Leonardo, MESA, HÉCTOR, Ruiz-Aguilar, Juan J, MOSCOSO, JOSÉ A, JIMÉNEZ-COME, MARÍA J
Published in WIT Transactions on Ecology and the Environment (01.01.2017)
Published in WIT Transactions on Ecology and the Environment (01.01.2017)
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Journal Article
Multiclass Pattern Recognition Extension for the New C-Mantec Constructive Neural Network Algorithm
Subirats, José L., Jerez, José M., Gómez, Iván, Franco, Leonardo
Published in Cognitive computation (01.12.2010)
Published in Cognitive computation (01.12.2010)
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Journal Article
Transformers for Clinical Coding in Spanish
Lopez-Garcia, Guillermo, Jerez, Jose M., Ribelles, Nuria, Alba, Emilio, Veredas, Francisco J.
Published in IEEE access (2021)
Published in IEEE access (2021)
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Journal Article
Layer multiplexing FPGA implementation for deep back-propagation learning
Ortega-Zamorano, Francisco, Jerez, José M., Gómez, Iván, Franco, Leonardo
Published in Integrated computer-aided engineering (06.03.2017)
Published in Integrated computer-aided engineering (06.03.2017)
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Journal Article