Francisco Carrillo-Perez

13 papers Journal 6Unranked 7
YearRankTypeTitle / Venue / Authors
2025 J jnl
Comparative Analysis of Machine Learning Models for Lung Cancer Mutation Detection and Staging Using 3D CT Scans.
CoRR
Yiheng Li, Francisco Carrillo-Perez, Mohammed Alawad, Olivier Gevaert
2024 — conf
Deep Learning-Based Breast Cancer Subtype Classification from Whole-Slide Images: Leveraging the BRACS Dataset.
IWBBIO (2)
Nerea Hernández, Francisco Carrillo-Perez, Francisco M. Ortuño, Ignacio Rojas
2024 J jnl
SnapperML: A python-based framework to improve machine learning operations.
SoftwareX
Antonio Molner, Francisco Carrillo-Perez, Alberto Guillén
2023 — conf
Speeding up Simulations for Radiotherapy Research by Means of Machine Learning.
IWBBIO (1)
Isabel Fernández, Carmen Ovejero, Luis Javier Herrera, Ignacio Rojas, Francisco Carrillo-Perez, Alberto Guillén
2021 — conf
COVID-19 Detection Method from Chest CT Scans via the Fusion of Slice Information and Lung Segmentation.
BIOMESIP
Jesús Toledano Pavón, Juan Carlos Morales Vega, Francisco Carrillo-Perez, Luis Javier Herrera, Ignacio Rojas
2021 — conf
Comparison of Fusion Methodologies Using CNV and RNA-Seq for Cancer Classification: A Case Study on Non-Small-Cell Lung Cancer.
BIOMESIP
Francisco Carrillo-Perez, Juan Carlos Morales, Daniel Castillo-Secilla, Alberto Guillén, Ignacio Rojas, Luis Javier Herrera
2021 J jnl
Deep learning to classify ultra-high-energy cosmic rays by means of PMT signals.
Neural Comput. Appl.
Francisco Carrillo-Perez, Luis Javier Herrera, Juan Miguel Carceller, Alberto Guillén
2021 — conf
Ensemble Models for Covid Prediction in X-Ray Images.
IWANN (1)
Juan Carlos Morales Vega, Francisco Carrillo-Perez, Jesús Toledano Pavón, Luis Javier Herrera Maldonado, Ignacio Rojas Ruiz
2021 J jnl
KnowSeq R-Bioc package: The automatic smart gene expression tool for retrieving relevant biological knowledge.
Comput. Biol. Medicine
Daniel Castillo-Secilla, Juan Manuel Galvez, Francisco Carrillo-Perez, Marta Verona-Almeida, Daniel Redondo-Sánchez, Francisco M. Ortuño Guzman, Luis Javier Herrera, Ignacio Rojas
2021 J jnl
Non-small-cell lung cancer classification via RNA-Seq and histology imaging probability fusion.
BMC Bioinform.
Francisco Carrillo-Perez, Juan Carlos Morales, Daniel Castillo-Secilla, Yésica Molina-Castro, Alberto Guillén, Ignacio Rojas, Luis Javier Herrera
2020 J jnl
Composition Classification of Ultra-High Energy Cosmic Rays.
Entropy
Luis Javier Herrera, Carlos José Todero Peixoto, Oresti Baños, Juan Miguel Carceller, Francisco Carrillo-Perez, Alberto Guillén
2020 — conf
Enhancing Breast Cancer Classification via Information and Multi-model Integration.
IWBBIO
Juan Carlos Morales, Francisco Carrillo-Perez, Daniel Castillo-Secilla, Ignacio Rojas, Luis Javier Herrera
2019 — conf
Improving Classification of Ultra-High Energy Cosmic Rays Using Spacial Locality by Means of a Convolutional DNN.
IWANN (1)
Francisco Carrillo-Perez, Luis Javier Herrera, Juan Miguel Carceller, Alberto Guillén