Francisco Carrillo-Perez

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 11

Top Topics

Learning To Classify

Cancer Classification

Top Venues

Publications

Antonio Molner, Francisco Carrillo-Perez, Alberto Guillén
SnapperML: A python-based framework to improve machine learning operations. SoftwareX 26 (2024)
I. Fernández, C. Ovejero, Luis Javier Herrera, Ignacio Rojas, Francisco Carrillo-Perez, Alberto Guillén
Speeding up Simulations for Radiotherapy Research by Means of Machine Learning. IWBBIO (1) (2023)
Jesús Toledano Pavón, Juan Carlos Morales Vega, Francisco Carrillo-Perez, Luis Javier Herrera, Ignacio Rojas
COVID-19 Detection Method from Chest CT Scans via the Fusion of Slice Information and Lung Segmentation. BIOMESIP (2021)
Francisco Carrillo-Perez, Luis Javier Herrera, Juan Miguel Carceller, Alberto Guillén
Deep learning to classify ultra-high-energy cosmic rays by means of PMT signals. Neural Comput. Appl. 33 (15) (2021)
Francisco Carrillo-Perez, Juan Carlos Morales, Daniel Castillo-Secilla, Yésica Molina-Castro, Alberto Guillén, Ignacio Rojas, Luis Javier Herrera
Non-small-cell lung cancer classification via RNA-Seq and histology imaging probability fusion. BMC Bioinform. 22 (1) (2021)
Daniel Castillo-Secilla, Juan Manuel Galvez, Francisco Carrillo-Perez, Marta Verona-Almeida, Daniel Redondo-Sánchez, Francisco M. Ortuño Guzman, Luis Javier Herrera, Ignacio Rojas
KnowSeq R-Bioc package: The automatic smart gene expression tool for retrieving relevant biological knowledge. Comput. Biol. Medicine 133 (2021)
Juan Carlos Morales Vega, Francisco Carrillo-Perez, Jesús Toledano Pavón, Luis Javier Herrera Maldonado, Ignacio Rojas Ruiz
Ensemble Models for Covid Prediction in X-Ray Images. IWANN (1) (2021)
Francisco Carrillo-Perez, Juan Carlos Morales, Daniel Castillo-Secilla, Alberto Guillén, Ignacio Rojas, Luis Javier Herrera
Comparison of Fusion Methodologies Using CNV and RNA-Seq for Cancer Classification: A Case Study on Non-Small-Cell Lung Cancer. BIOMESIP (2021)
Juan Carlos Morales, Francisco Carrillo-Perez, Daniel Castillo-Secilla, Ignacio Rojas, Luis Javier Herrera
Enhancing Breast Cancer Classification via Information and Multi-model Integration. IWBBIO (2020)
Luis Javier Herrera, Carlos José Todero Peixoto, Oresti Baños, Juan Miguel Carceller, Francisco Carrillo-Perez, Alberto Guillén
Composition Classification of Ultra-High Energy Cosmic Rays. Entropy 22 (9) (2020)
Francisco Carrillo-Perez, Luis Javier Herrera, Juan Miguel Carceller, Alberto Guillén
Improving Classification of Ultra-High Energy Cosmic Rays Using Spacial Locality by Means of a Convolutional DNN. IWANN (1) (2019)