Constellation loss: Improving the efficiency of deep metric learning loss functions for the optimal embedding of histopathological images by Alfonso Medela, Artzai Picon

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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

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Multiclass insect counting through deep learning-based density maps estimation by Arantza Bereciartua-Pérez, Laura Gómez, Artzai Picón, Ramón Navarra-Mestre, Christian Klukas, Till Eggers

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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

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Deep convolutional neural network for damaged vegetation segmentation from RGB images based on virtual NIR-channel estimation by Artzai Picon, Arantza Bereciartua-Perez, Itziar Eguskiza, Javier Romero-Rodriguez, Carlos Javier Jimenez-Ruiz, Till Eggers, Christian Klukas, Ramon Navarra-Mestre

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Damage assessment of soybean and redroot amaranth plants in greenhouse through biomass estimation and deep learning-based symptom classification by Laura Gómez-Zamanillo, Arantza Bereciartua-Pérez, Artzai Picón, Liliana Parra, Marian Oldenbuerger, Ramón Navarra-Mestre, Christian Klukas, Till Eggers, Jone Echazarra

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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

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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

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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

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Clinical Validation Benchmark Dataset and Expert Performance Baseline for Colorectal Polyp Localization Methods by Luisa F. Sánchez-Peralta, Ben Glover, Cristina L. Saratxaga, Juan Francisco Ortega-Morán, Scarlet Nazarian, Artzai Picón, J. Blas Pagador, Francisco M. Sánchez-Margallo

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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

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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

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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

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Novel Pixelwise Co-Registered Hematoxylin-Eosin and Multiphoton Microscopy Image Dataset for Human Colon Lesion Diagnosis by Artzai Picon, Elena Terradillos, Luisa F. Sánchez-Peralta, Sara Mattana, Riccardo Cicchi, Benjamin J. Blover, Nagore Arbide, Jacques Velasco, Mª Carmen Etzezarraga, Francesco S. Pavone, Estibaliz Garrote, Cristina L. Saratxaga

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