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2020 – today
- 2024
[j5]Antonio Molner, Francisco Carrillo-Perez
, Alberto Guillén:
SnapperML: A python-based framework to improve machine learning operations. SoftwareX 26: 101648 (2024)- [c7]Nerea Hernández, Francisco Carrillo-Perez, Francisco M. Ortuño, Ignacio Rojas:
Deep Learning-Based Breast Cancer Subtype Classification from Whole-Slide Images: Leveraging the BRACS Dataset. IWBBIO (2) 2024: 200-213 - 2023
- [c6]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: 155-164 - 2021
- [j4]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): 454 (2021) - [j3]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: 104387 (2021) - [j2]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): 9153-9169 (2021) - [c5]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: 155-165 - [c4]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: 339-349 - [c3]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: 559-569 - 2020
- [j1]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): 998 (2020) - [c2]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: 750-760
2010 – 2019
- 2019
- [c1]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: 222-232
Coauthor Index
aka: Luis Javier Herrera Maldonado
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