Cost-free resolution enhancement in Convolutional Neural Networks for medical image segmentation. - Oscar J. Pellicer-Valero; María J. Rupérez-Moreno; José David Martín-Guerrero (ESANN, 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)

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)

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)

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)

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)

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)

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 001; Karin Mora; Oscar J. Pellicer-Valero; Claire Robin; et al. (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; et al. (CoRR, 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)

Video Compression for Spatiotemporal Earth System Data. - Oscar J. Pellicer-Valero; César Aybar; Gustau Camps-Valls (CoRR, 2025)