Publicaciones en colaboración con investigadoras/es de Tecnalia (40)

2021

  1. A probabilistic model and capturing device for remote simultaneous estimation of spectral emissivity and temperature of hot emissive materials

    IEEE Access, Vol. 9, pp. 100513-100529

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

    IEEE Access, Vol. 9, pp. 32081-32093

  3. Autofluorescence image reconstruction and virtual staining for in-vivo optical biopsying

    IEEE Access

  4. Beach carrying capacity management under Covid-19 era on the Basque Coast by means of automated coastal videometry

    Ocean and Coastal Management, Vol. 208

  5. Error control and loss functions for the deep learning inversion of borehole resistivity measurements

    International Journal for Numerical Methods in Engineering, Vol. 122, Núm. 6, pp. 1629-1657

2020

  1. A deep learning approach to the inversion of borehole resistivity measurements

    Computational Geosciences, Vol. 24, Núm. 3, pp. 971-994

  2. Deep learning to find colorectal polyps in colonoscopy: A systematic literature review

    Artificial Intelligence in Medicine, Vol. 108

  3. Magnetic field-based arc stability sensor for electric arc furnaces

    Measurement: Journal of the International Measurement Confederation, Vol. 151

  4. New method for estimating the economic penalties of ferrous scraps in the steelmaking industry due to material degradation during its storage in scrap yards

    Ironmaking and Steelmaking, Vol. 47, Núm. 5, pp. 473-481

  5. Unravelling the effect of data augmentation transformations in polyp segmentation

    International Journal of Computer Assisted Radiology and Surgery, Vol. 15, Núm. 12, pp. 1975-1988

2019

  1. Convolutional Recurrent Neural Networks to Characterize the Circulation Component in the Thoracic Impedance during Out-of-Hospital Cardiac Arrest

    Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS

  2. Crop conditional Convolutional Neural Networks for massive multi-crop plant disease classification over cell phone acquired images taken on real field conditions

    Computers and Electronics in Agriculture, Vol. 167

  3. Deep convolutional neural networks for mobile capture device-based crop disease classification in the wild

    Computers and Electronics in Agriculture, Vol. 161, pp. 280-290

  4. Deep neural networks for ECG-based pulse detection during out-of-hospital cardiac arrest

    Entropy, Vol. 21, Núm. 3

  5. ECG-based Random Forest Classifier for Cardiac Arrest Rhythms

    Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS

  6. ECG-based pulse detection during cardiac arrest using random forest classifier

    Medical and Biological Engineering and Computing, Vol. 57, Núm. 2, pp. 453-462

  7. Few shot learning in histopathological images: Reducing the need of labeled data on biological datasets

    Proceedings - International Symposium on Biomedical Imaging

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

    PLoS ONE, Vol. 14, Núm. 5

  9. New method for estimating economic penalties on Hot Briquetted Iron (HBI) due to material degradation during storing

    Ironmaking and Steelmaking, Vol. 46, Núm. 10, pp. 928-936

2018

  1. Deep Learning for Pulse Detection in Out-of-Hospital Cardiac Arrest Using the ECG

    Computing in Cardiology