Oscar J. Pellicer-Valero

11 papers B 1Journal 10
YearRankTypeTitle / Venue / Authors
2025 J jnl
Video Compression for Spatiotemporal Earth System Data.
CoRR
Oscar J. Pellicer-Valero, César Aybar, Gustau Camps-Valls
2024 J jnl
AI for Extreme Event Modeling and Understanding: Methodologies and Challenges.
CoRR
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
2024 J jnl
DeepExtremeCubes: Integrating Earth system spatio-temporal data for impact assessment of climate extremes.
CoRR
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
2024 J jnl
Explainable Earth Surface Forecasting under Extreme Events.
CoRR
Oscar J. Pellicer-Valero, Miguel-Ángel Fernández-Torres, Chaonan Ji, Miguel D. Mahecha, Gustau Camps-Valls
2021 J jnl
Application of deep convolutional neural networks for the detection of anthracnose in olives using VIS/NIR hyperspectral images.
Comput. Electron. Agric.
Antonio Fazari, Oscar J. Pellicer-Valero, Juan Gómez-Sanchís, Bruno Bernardi, Sergio Cubero, Souraya Benalia, Giuseppe Zimbalatti, José Blasco
2021 J jnl
Deep Learning for fully automatic detection, segmentation, and Gleason Grade estimation of prostate cancer in multiparametric Magnetic Resonance Images.
CoRR
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
2021 J jnl
Spectral Clustering Reveals Different Profiles of Central Sensitization in Women with Carpal Tunnel Syndrome.
Symmetry
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
2020 B conf
Cost-free resolution enhancement in Convolutional Neural Networks for medical image segmentation.
ESANN
Oscar J. Pellicer-Valero, María J. Rupérez-Moreno, José David Martín-Guerrero
2020 J jnl
Enhanced prediction of hemoglobin concentration in a very large cohort of hemodialysis patients by means of deep recurrent neural networks.
Artif. Intell. Medicine
Oscar J. Pellicer-Valero, Isabella Cattinelli, Luca Neri, Flavio Mari, José David Martín-Guerrero, Carlo Barbieri
2020 J jnl
Mathematical Modeling for Neuropathic Pain: Bayesian Linear Regression and Self-Organizing Maps Applied to Carpal Tunnel Syndrome.
Symmetry
Oscar J. Pellicer-Valero, José David Martín-Guerrero, Margarita I. Cigarán-Méndez, Carmen Écija-Gallardo, César Fernández-de-las-Peñas, Esperanza Navarro-Pardo
2020 J jnl
Real-time biomechanical modeling of the liver using Machine Learning models trained on Finite Element Method simulations.
Expert Syst. Appl.
Oscar J. Pellicer-Valero, María José Rupérez, Sandra Martínez-Sanchis, José David Martín-Guerrero