Publicaciones en colaboración con investigadores/as de Hospital Universitario de Donostia (21)

2022

  1. Machine Learning Algorithms as a Computer-Assisted Decision Tool for Oral Cancer Prognosis and Management Decisions: A Systematic Review

    ORL, Vol. 84, Núm. 4, pp. 278-288

2021

  1. Machine Learning Models for Predicting Facial Nerve Palsy in Parotid Gland Surgery for Benign Tumors

    Journal of Surgical Research, Vol. 262, pp. 57-64

2020

  1. Exploratory Analysis of Radiomics Features on a Head and Neck Cancer Public Dataset

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2019

  1. Radiomics and texture analysis in laryngeal cancer. Looking for new frontiers in precision medicine through imaging analysis

    Cancers, Vol. 11, Núm. 10

2016

  1. Standard and fenestrated endograft sizing in EVAR planning: Description and validation of a semi-automated 3D software

    Computerized Medical Imaging and Graphics, Vol. 50, pp. 9-23

2014

  1. Computer-aided diagnosis of abdominal aortic aneurysm after endovascular repair using active learning segmentation and texture analysis

    IFMBE Proceedings

  2. Design and development of a mobile cardiac rehabilitation system

    Cybernetics and Systems, Vol. 45, Núm. 2, pp. 92-108

2012

  1. Computer-aided diagnosis of abdominal aortic aneurysm after endovascular repair using texture analysis

    Frontiers in Artificial Intelligence and Applications, Vol. 243, pp. 716-725

  2. Evaluation of texture for classification of abdominal aortic aneurysm after endovascular repair

    Journal of Digital Imaging, Vol. 25, Núm. 3, pp. 369-376

2011

  1. Deformation based features for Alzheimer's disease detection with linear SVM

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  2. Detection of type II endoleaks in abdominal aortic aneurysms after endovascular repair

    Computers in Biology and Medicine, Vol. 41, Núm. 10, pp. 871-880

  3. High resolution segmentation of CSF on phase contrast MRI

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  4. Neurocognitive disorder detection based on feature vectors extracted from VBM analysis of structural MRI

    Computers in Biology and Medicine, Vol. 41, Núm. 8, pp. 600-610

  5. Textural classification of abdominal aortic aneurysm after endovascular repair: Preliminary results

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2010

  1. Hybrid decision support system for endovascular aortic aneurysm repair follow-up

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  2. Thrombus volume change visualization after endovascular abdominal aortic aneurysm repair

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2009

  1. Classification results of artificial neural networks for Alzheimer's disease detection

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  2. On the use of morphometry based features for alzheimer's disease detection on MRI

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  3. Results of an adaboost approach on alzheimer's disease detection on MRI

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  4. Segmentation of abdominal aortic aneurysms in CT images using a radial model approach

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)