Constellation loss: Improving the efficiency of deep metric learning loss functions for the optimal embedding of histopathological images

by Alfonso Medela, Artzai Picon
Published 2020-01-01

A Probabilistic Model and Capturing Device for Remote Simultaneous Estimation of Spectral Emissivity and Temperature of Hot Emissive Materials

by Artzai Picon, Aitor Alvarez-Gila, Jose Antonio Arteche, Gabriel A. Lopez, Asier Vicente
Published 2021-01-01

Deep Neural Networks for ECG-Based Pulse Detection during Out-of-Hospital Cardiac Arrest

by Andoni Elola, Elisabete Aramendi, Unai Irusta, Artzai Picón, Erik Alonso, Pamela Owens, Ahamed Idris
Published 2019-03-01

MRI Deep Learning-Based Solution for Alzheimer’s Disease Prediction

by Cristina L. Saratxaga, Iratxe Moya, Artzai Picón, Marina Acosta, Aitor Moreno-Fernandez-de-Leceta, Estibaliz Garrote, Arantza Bereciartua-Perez
Published 2021-09-01

Eigenloss: Combined PCA-Based Loss Function for Polyp Segmentation

by Luisa F. Sánchez-Peralta, Artzai Picón, Juan Antonio Antequera-Barroso, Juan Francisco Ortega-Morán, Francisco M. Sánchez-Margallo, J. Blas Pagador
Published 2020-08-01

Autofluorescence Image Reconstruction and Virtual Staining for In-Vivo Optical Biopsying

by Artzai Picon, Alfonso Medela, Luisa F. Sanchez-Peralta, Riccardo Cicchi, Roberto Bilbao, Domenico Alfieri, Andoni Elola, Ben Glover, Cristina L. Saratxaga
Published 2021-01-01

Characterization of Optical Coherence Tomography Images for Colon Lesion Differentiation under Deep Learning

by Cristina L. Saratxaga, Jorge Bote, Juan F. Ortega-Morán, Artzai Picón, Elena Terradillos, Nagore Arbide del Río, Nagore Andraka, Estibaliz Garrote, Olga M. Conde
Published 2021-04-01

Analysis on the characterization of multiphoton microscopy images for malignant neoplastic colon lesion detection under deep learning methods

by Elena Terradillos, Cristina L Saratxaga, Sara Mattana, Riccardo Cicchi, Francesco S Pavone, Nagore Andraka, Benjamin J Glover, Nagore Arbide, Jacques Velasco, Mª Carmen Etxezarraga, Artzai Picon
Published 2021-01-01

Mixed convolutional and long short-term memory network for the detection of lethal ventricular arrhythmia.

by Artzai Picon, Unai Irusta, Aitor Álvarez-Gila, Elisabete Aramendi, Felipe Alonso-Atienza, Carlos Figuera, Unai Ayala, Estibaliz Garrote, Lars Wik, Jo Kramer-Johansen, Trygve Eftestøl
Published 2019-01-01

PICCOLO White-Light and Narrow-Band Imaging Colonoscopic Dataset: A Performance Comparative of Models and Datasets

by Luisa F. Sánchez-Peralta, J. Blas Pagador, Artzai Picón, Ángel José Calderón, Francisco Polo, Nagore Andraka, Roberto Bilbao, Ben Glover, Cristina L. Saratxaga, Francisco M. Sánchez-Margallo
Published 2020-11-01