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Improving classification accuracy using data augmentation on small data sets

Expert systems with applications, 2020-12, Vol.161, p.113696, Article 113696

2020

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Transfer learning with convolutional neural networks for cancer survival prediction using gene-expression data

PloS one, 2020-03, Vol.15 (3), p.e0230536-e0230536

2020

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Missing data imputation using statistical and machine learning methods in a real breast cancer problem

Artificial intelligence in medicine, 2010-10, Vol.50 (2), p.105-115

2010

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A microRNA signature associated with early recurrence in breast cancer

PloS one, 2014-03, Vol.9 (3), p.e91884-e91884

2014

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Explainable clinical coding with in-domain adapted transformers

Journal of biomedical informatics, 2023-03, Vol.139, p.104323-104323, Article 104323

2023

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C-Mantec: A novel constructive neural network algorithm incorporating competition between neurons

Neural networks, 2012-02, Vol.26, p.130-140

2012

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Male breast cancer: correlation between immunohistochemical subtyping and PAM50 intrinsic subtypes, and the subsequent clinical outcomes

Modern pathology, 2018-02, Vol.31 (2), p.299-306

2018

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Supervised discretization can discover risk groups in cancer survival analysis

Computer methods and programs in biomedicine, 2016-11, Vol.136, p.11-19

2016

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FPGA Implementation of Neurocomputational Models: Comparison Between Standard Back-Propagation and C-Mantec Constructive Algorithm

Neural processing letters, 2017-12, Vol.46 (3), p.899-914

2017

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Neural Network Architecture Selection: Can Function Complexity Help?

Neural processing letters, 2009-10, Vol.30 (2), p.71-87

2009

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The Generalization Complexity Measure for Continuous Input Data

TheScientificWorld, 2014-01, Vol.2014, p.815156-9

2014

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Solving Scheduling Problems with Genetic Algorithms Using a Priority Encoding Scheme

Advances in Computational Intelligence, p.52-61

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Computational Intelligence Techniques in Medicine

Computational and mathematical methods in medicine, 2015-01, Vol.2015, p.196976-2

2015

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Improving learning and generalization capabilities of the C-Mantec constructive neural network algorithm

Neural computing & applications, 2020-07, Vol.32 (13), p.8955-8963

2020

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FPGA Hardware Acceleration of Monte Carlo Simulations for the Ising Model

IEEE transactions on parallel and distributed systems, 2016-09, Vol.27 (9), p.2618-2627

2016

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IEEE_Xplore

Transformers for Clinical Coding in Spanish

IEEE access, 2021, Vol.9, p.72387-72397

2021

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Differences in the Impact of Plantar Fasciopathy on the Spatio-Temporal Gait Parameters between Participants with Bilateral Plantar Fasciopathy and Healthy Subjects: A Cross-Sectional Study

Applied sciences, 2023-02, Vol.13 (4), p.2133

2023

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Smart sensor/actuator node reprogramming in changing environments using a neural network model

Engineering applications of artificial intelligence, 2014-04, Vol.30, p.179-188

2014

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Forward Noise Adjustment Scheme for Data Augmentation

2018 IEEE Symposium Series on Computational Intelligence (SSCI), 2018, p.728-734

2018

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IEEE_Xplore

A New Decomposition Algorithm for Threshold Synthesis and Generalization of Boolean Functions

IEEE transactions on circuits and systems. I, Regular papers, 2008-11, Vol.55 (10), p.3188-3196

2008

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IEEE_Xplore

GAN-Based Data Augmentation for Prediction Improvement Using Gene Expression Data in Cancer

Computational Science – ICCS 2022, p.28-42

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Clinical Text Classification in Cancer Real-World Data in Spanish

Bioinformatics and Biomedical Engineering, p.482-496

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Efficient Implementation of the Backpropagation Algorithm in FPGAs and Microcontrollers

IEEE transaction on neural networks and learning systems, 2016-09, Vol.27 (9), p.1840-1850

2016

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IEEE_Xplore

Detection of Tumor Morphology Mentions in Clinical Reports in Spanish Using Transformers

Advances in Computational Intelligence, p.24-35

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Deep Neural Network Architecture Implementation on FPGAs Using a Layer Multiplexing Scheme

Distributed Computing and Artificial Intelligence, 13th International Conference, p.79-86

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Improving classification accuracy using data augmentation on small data sets

Transfer learning with convolutional neural networks for cancer survival prediction using gene-expression data

Missing data imputation using statistical and machine learning methods in a real breast cancer problem

A microRNA signature associated with early recurrence in breast cancer

Explainable clinical coding with in-domain adapted transformers

C-Mantec: A novel constructive neural network algorithm incorporating competition between neurons

Male breast cancer: correlation between immunohistochemical subtyping and PAM50 intrinsic subtypes, and the subsequent clinical outcomes

Supervised discretization can discover risk groups in cancer survival analysis

FPGA Implementation of Neurocomputational Models: Comparison Between Standard Back-Propagation and C-Mantec Constructive Algorithm

Neural Network Architecture Selection: Can Function Complexity Help?

The Generalization Complexity Measure for Continuous Input Data

Solving Scheduling Problems with Genetic Algorithms Using a Priority Encoding Scheme

Computational Intelligence Techniques in Medicine

Improving learning and generalization capabilities of the C-Mantec constructive neural network algorithm

FPGA Hardware Acceleration of Monte Carlo Simulations for the Ising Model

Transformers for Clinical Coding in Spanish

Differences in the Impact of Plantar Fasciopathy on the Spatio-Temporal Gait Parameters between Participants with Bilateral Plantar Fasciopathy and Healthy Subjects: A Cross-Sectional Study

Smart sensor/actuator node reprogramming in changing environments using a neural network model

Forward Noise Adjustment Scheme for Data Augmentation

A New Decomposition Algorithm for Threshold Synthesis and Generalization of Boolean Functions

GAN-Based Data Augmentation for Prediction Improvement Using Gene Expression Data in Cancer

Clinical Text Classification in Cancer Real-World Data in Spanish

Efficient Implementation of the Backpropagation Algorithm in FPGAs and Microcontrollers

Detection of Tumor Morphology Mentions in Clinical Reports in Spanish Using Transformers

Deep Neural Network Architecture Implementation on FPGAs Using a Layer Multiplexing Scheme

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