Oscar J. Pellicer-Valero

According to our database, Oscar J. Pellicer-Valero authored at least 10 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Explainable Earth Surface Forecasting under Extreme Events.

Oscar J. Pellicer-Valero, Miguel-Ángel Fernández-Torres, Chaonan Ji, Miguel D. Mahecha, Gustau Camps-Valls

CoRR, 2024

AI for Extreme Event Modeling and Understanding: Methodologies and Challenges.

Gustau Camps-Valls, Miguel-Ángel Fernández-Torres, Kai-Hendrik Cohrs, Adrian Höhl, Andrea Castelletti, Aytac Pacal, Claire Robin, Francesco Martinuzzi, Ioannis Papoutsis, Ioannis Prapas, Jorge Pérez-Aracil, Katja Weigel, Maria Gonzalez-Calabuig, Markus Reichstein, Martin Rabel, Matteo Giuliani, Miguel D. Mahecha, Oana-Iuliana Popescu, Oscar J. Pellicer-Valero, Said Ouala, Sancho Salcedo-Sanz, Sebastian Sippel, Spyros Kondylatos, Tamara Happé, Tristan Williams

CoRR, 2024

DeepExtremeCubes: Integrating Earth system spatio-temporal data for impact assessment of climate extremes.

Chaonan Ji, Tonio Fincke, Vitus Benson, Gustau Camps-Valls, Miguel-Ángel Fernández-Torres, Fabian Gans, Guido Kraemer, Francesco Martinuzzi, David Montero, Karin Mora, Oscar J. Pellicer-Valero, Claire Robin, Maximilian Söchting, Mélanie Weynants, Miguel D. Mahecha

CoRR, 2024

2021

Spectral Clustering Reveals Different Profiles of Central Sensitization in Women with Carpal Tunnel Syndrome.

Oscar J. Pellicer-Valero, José David Martín-Guerrero, César Fernández-de-las-Peñas, Ana I. De-la-Llave-Rincón, Jorge Rodríguez-Jiménez, Esperanza Navarro-Pardo, Margarita I. Cigarán-Méndez

Symmetry, 2021

Deep Learning for fully automatic detection, segmentation, and Gleason Grade estimation of prostate cancer in multiparametric Magnetic Resonance Images.

Oscar J. Pellicer-Valero, José L. Marenco Jiménez, Victor Gonzalez-Perez, Juan Luis Casanova Ramón-Borja, Isabel Martín García, María Barrios Benito, Paula Pelechano Gómez, José Rubio-Briones, María José Rupérez, José David Martín-Guerrero

CoRR, 2021

Application of deep convolutional neural networks for the detection of anthracnose in olives using VIS/NIR hyperspectral images.

Antonio Fazari, Oscar J. Pellicer-Valero, Juan Gómez-Sanchís, Bruno Bernardi, Sergio Cubero, Souraya Benalia, Giuseppe Zimbalatti, José Blasco

Comput. Electron. Agric., 2021

2020

Mathematical Modeling for Neuropathic Pain: Bayesian Linear Regression and Self-Organizing Maps Applied to Carpal Tunnel Syndrome.

Oscar J. Pellicer-Valero, José David Martín-Guerrero, Margarita I. Cigarán-Méndez, Carmen Écija-Gallardo, César Fernández-de-las-Peñas, Esperanza Navarro-Pardo

Symmetry, 2020

Real-time biomechanical modeling of the liver using Machine Learning models trained on Finite Element Method simulations.

Oscar J. Pellicer-Valero, María José Rupérez, Sandra Martínez-Sanchis, José David Martín-Guerrero

Expert Syst. Appl., 2020

Enhanced prediction of hemoglobin concentration in a very large cohort of hemodialysis patients by means of deep recurrent neural networks.

Oscar J. Pellicer-Valero, Isabella Cattinelli, Luca Neri, Flavio Mari, José David Martín-Guerrero, Carlo Barbieri

Artif. Intell. Medicine, 2020

Cost-free resolution enhancement in Convolutional Neural Networks for medical image segmentation.

Oscar J. Pellicer-Valero, María J. Rupérez-Moreno, José David Martín-Guerrero

Proceedings of the 28th European Symposium on Artificial Neural Networks, 2020