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2019

Picón-Ruiz, Artzai; IRUSTA, UNAI; ÁLVAREZ-GILA, AITOR; ARAMENDI, ELISABETE; ALONSO-ATIENZA, FELIPE; FIGUERA, CARLOS; AYALA, UNAI; Garrote-Contreras, Estibaliz; WIK, LARS; KRAMER-JOHANSEN, JO; EFTESTØL, TRYGVE

Mixed convolutional and long short-term memory network for the detection of lethal ventricular arrhythmia (Artículo de revista)

PloS one, 14 (5), pp. e0216756, 2019.

(Resumen | Enlaces | BibTeX | Etiquetas: deep learning)

ELOLA, ANDONI; ARAMENDI, ELISABETE; IRUSTA, UNAI; Picón-Ruiz, Artzai; ALONSO, ERIK; OWENS, PAMELA; IDRIS, AHAMED

Deep Neural Networks for ECG-Based Pulse Detection during Out-of-Hospital Cardiac Arrest (Artículo de revista)

Entropy, 21 (3), pp. 305, 2019.

(Resumen | Enlaces | BibTeX | Etiquetas: deep learning)

MEDELA, ALFONSO; Picón-Ruiz, Artzai; SARATXAGA, CRISTINA L; BELAR, OIHANA; CABEZON, VIRGINIA; CICCHI, RICCARDO; BILBAO, ROBERTO; BEN, GLOVER

Few shot learning in Histopathological images: Reducing the need of labeled data on biological datasets (Artículo en actas)

IEEE International Symposium on Biomedical Imaging, 2019.

(Enlaces | BibTeX | Etiquetas: deep learning, few shot learning)

2018

BOTE-CURIEL, L; MORÁN, JF ORTEGA; PAGADOR, JB.; MARGALLO, FM. SÁNCHEZ; GLOVER, B; TEARE, J; POLO, F; ARBIDE, N; SARATXAGA, C L; SOLLEDER, P; ALFIERI, D; NOIA, DI F; ROYCROFT, B; BAIN, J; CICCHI, R; PAVONE, FS.; Picón-Ruiz, Artzai

Innovative multiphotonic endoscope to address technological challenges in current colonoscopy procedure (Artículo de revista)

CASEIB 2018, 2018.

(Enlaces | BibTeX | Etiquetas: deep learning)

Picón-Ruiz, Artzai; ALVAREZ-GILA, AITOR; SEITZ, MAXIMILIAM; ORTIZ-BARREDO, AMAIA; ECHAZARRA, JONE; JOHANNES, ALEXANDER

Deep convolutional neural networks for mobile capture device-based crop disease classification in the wild (Artículo de revista)

Computers and Electronics in Agriculture, 2018, ISSN: 0168-1699.

(Resumen | Enlaces | BibTeX | Etiquetas: cnn, convolutional neural networks, deep learning, disease identification, early pest, image processing, phytopathology, plant disease, precision agriculture)

2017

Picón-Ruiz, Artzai; ALVAREZ-GILA, AITOR; DURO, GORKA; CRUZ-LOPEZ, ANTONIO ; LINARES, MIGUEL; LAGO, ALBERTO; Garrote-Contreras, Estibaliz; Gutiérrez-Olabarria, Jose A

High speed quality inspection of hot long metal products surface based on Deep Convolutional Neural Networks (Artículo en actas)

Open session - International Summer School on Deep Learning 2017, Bilbao, Spain, 2017.

(Enlaces | BibTeX | Etiquetas: deep learning, industry)

2016

CRUZ-LOPEZ, ANTONIO; LAGO, ALBERTO; GONZALEZ, ROBERTO; ALVAREZ-GILA, AITOR; OLABARRIA, Jose Gutiérrez-Olabarria A

High-speed inspection system finds defects in steel (Artículo de revista)

Vision Systems Design, (December 2016 - 1), pp. 24–27, 2016.

(Enlaces | BibTeX | Etiquetas: cnn, deep learning, neural networks, surface quality)

ALVAREZ-GILA, AITOR; CRUZ-LOPEZ, ANTONIO; RODRIGUEZ-VAAMONDE, SERGIO; LINARES, MIGUEL; GUTIERREZ-OLABARRIA, JOSÉ A; Garrote-Contreras, Estibaliz

Deep Convolutional Neural Networks for surface quality inspection of hot long metal products (Artículo en actas)

First European Machine Vision Forum, Heidelberg, Germany, 2016.

(Enlaces | BibTeX | Etiquetas: cnn, convolutional neural networks, deep learning, neural networks, surface quality)