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Daniel Castillo-Secilla, Ph.D.
Daniel Castillo-Secilla, Ph.D.
Fujitsu, CoE Data Intelligence. University of Granada.
Dirección de correo verificada de ugr.es - Página principal
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Integration of RNA-Seq data with heterogeneous microarray data for breast cancer profiling
D Castillo, JM Gálvez, LJ Herrera, BS Román, F Rojas, I Rojas
BMC bioinformatics 18, 1-15, 2017
572017
Leukemia multiclass assessment and classification from Microarray and RNA-seq technologies integration at gene expression level
D Castillo, JM Galvez, LJ Herrera, F Rojas, O Valenzuela, O Caba, ...
PloS one 14 (2), e0212127, 2019
472019
Multiclass classification for skin cancer profiling based on the integration of heterogeneous gene expression series
JM Gálvez, D Castillo, LJ Herrera, B San Román, O Valenzuela, ...
PloS one 13 (5), e0196836, 2018
272018
KnowSeq R-Bioc package: The automatic smart gene expression tool for retrieving relevant biological knowledge
D Castillo-Secilla, JM Gálvez, F Carrillo-Perez, M Verona-Almeida, ...
Computers in Biology and Medicine 133, 104387, 2021
212021
Towards improving skin cancer diagnosis by integrating microarray and RNA-seq datasets
JM Gálvez, D Castillo-Secilla, LJ Herrera, O Valenzuela, O Caba, ...
IEEE journal of biomedical and health informatics 24 (7), 2119-2130, 2019
212019
Machine-learning-based late fusion on multi-omics and multi-scale data for non-small-cell lung cancer diagnosis
F Carrillo-Perez, JC Morales, D Castillo-Secilla, O Gevaert, I Rojas, ...
Journal of Personalized Medicine 12 (4), 601, 2022
202022
Non-small-cell lung cancer classification via RNA-Seq and histology imaging probability fusion
F Carrillo-Perez, JC Morales, D Castillo-Secilla, Y Molina-Castro, ...
BMC bioinformatics 22, 1-19, 2021
182021
Feature selection and assessment of lung cancer sub-types by applying predictive models
S González, D Castillo, JM Galvez, I Rojas, LJ Herrera
Advances in Computational Intelligence: 15th International Work-Conference …, 2019
82019
Heterogeneous gene expression cross-evaluation of Robust biomarkers using machine learning techniques applied to lung cancer
J Bajo-Morales, JM Galvez, JC Prieto-Prieto, LJ Herrera, I Rojas, ...
Current Bioinformatics 17 (2), 150-163, 2022
22022
Enhancing breast cancer classification via information and multi-model integration
JC Morales, F Carrillo-Perez, D Castillo-Secilla, I Rojas, LJ Herrera
Bioinformatics and Biomedical Engineering: 8th International Work-Conference …, 2020
22020
Predicting COVID-19 Severity Integrating RNA-Seq Data Using Machine Learning Techniques
J Bajo-Morales, D Castillo-Secilla, LJ Herrera, O Caba, JC Prados, ...
Current Bioinformatics 18 (3), 221-231, 2023
12023
Comprehensive Pan-cancer Gene Signature Assessment through the Implementation of a Cascade Machine Learning System
D Castillo-Secilla, JM Galvez, F Carrillo-Perez, JC Prieto-Prieto, ...
Current Bioinformatics 18 (1), 40-54, 2023
12023
COVID-19 Biomarkers Recognition & Classification Using Intelligent Systems
J Bajo-Morales, JC Prieto-Prieto, LJ Herrera, I Rojas, D Castillo-Secilla
Current Bioinformatics 17 (5), 426-439, 2022
12022
Bioengineering and Biomedical Signal and Image Processing
I Rojas, D Castillo-Secilla, LJ Herrera, H Pomares
1*2021
Comparison of fusion methodologies using CNV and RNA-seq for cancer classification: a case study on non-small-cell lung cancer
F Carrillo-Perez, JC Morales, D Castillo-Secilla, A Guillen, I Rojas, ...
Bioengineering and Biomedical Signal and Image Processing: First …, 2021
12021
Breast Cancer Microarray and RNASeq Data Integration Applied to Classification
D Castillo, JM Galvez, LJ Herrera, I Rojas
Advances in Computational Intelligence: 14th International Work-Conference …, 2017
12017
6-gene machine learning-found signature for the differentiation of pancreatic ductal carcinoma and chronic pancreatitis patients on peripheral blood mononuclear cells RNA-Seq data
F Carrillo-Perez, O Caba, C Jiménez-Luna, F Ortuño, D Castillo-Secilla, ...
Available at SSRN 4409594, 2023
2023
Boosting NSGA-II-Based Wrappers Speedup for High-Dimensional Data: Application to EEG Classification
JC Gómez-López, D Castillo-Secilla, D Kimovski, J González
International Work-Conference on Artificial Neural Networks, 80-91, 2023
2023
Towards the Identification of Multiclass Lung Cancer-Related Genes: An Evolutionary and Intelligent Procedure
JC Gómez-López, D Castillo-Secilla, J González, LJ Herrera, I Rojas
International Work-Conference on Artificial Neural Networks, 553-562, 2023
2023
Gene Expression Tools from a Technical Perspective: Current Approaches and Alternative Solutions for the KnowSeq Suite
D Castillo-Secilla, D Redondo-Sánchez, LJ Herrera, I Rojas, A Guillén
International Work-Conference on Bioinformatics and Biomedical Engineering …, 2022
2022
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