Publicaciones en colaboración con investigadoras/es de Instituto de Investigación Sanitaria Biogipuzkoa (33)

2024

  1. Multicenter Prospective Blind External Validation of a Machine Learning Model for Predicting Heart Failure Decompensation: A 3-Hospital Validation Study

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

2023

  1. Prediction and Analysis of Heart Failure Decompensation Events Based on Telemonitored Data and Artificial Intelligence Methods

    Journal of Cardiovascular Development and Disease, Vol. 10, Núm. 2

2022

  1. Triku: a feature selection method based on nearest neighbors for single-cell data

    GigaScience, Vol. 11

2021

  1. Analysis of Fine Motor Skills in Essential Tremor: Combining Neuroimaging and Handwriting Biomarkers for Early Management

    Frontiers in Human Neuroscience, Vol. 15

  2. COLAEVA: Visual analytics and data mining web-based tool for virtual coaching of older adult populations

    Sensors, Vol. 21, Núm. 23

  3. Ideafix: A decision tree-based method for the refinement of variants in FFPE DNA sequencing data

    NAR Genomics and Bioinformatics, Vol. 3, Núm. 4

  4. 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. An Iterated Local Search Algorithm for the Clonal Deconvolution Problem

    2020 IEEE Congress on Evolutionary Computation, CEC 2020 - Conference Proceedings

  2. MRI to CTA Translation for Pulmonary Artery Evaluation Using CycleGANs Trained with Unpaired Data

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

2019

  1. Modal Locomotion of C. elegans

    29th Spanish Computer Graphics Conference, CEIG 2019

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

    Cancers, Vol. 11, Núm. 10

2018

  1. Automatic analysis of archimedes' spiral for characterization of genetic essential tremor based on Shannon's entropy and Fractal Dimension

    Entropy, Vol. 20, Núm. 7, pp. 1-15

  2. Emulation of chemical stimulus triggered head movement in the C. elegans nematode

    Neurocomputing, Vol. 290, pp. 60-73

  3. Web-based interfaces for virtual C. elegans neuron model definition, network configuration, behavioral experiment definition and experiment results visualization

    Frontiers in Neuroinformatics, Vol. 12

2017

  1. Community-driven extensions to the X3D volume rendering component

    Proceedings - Web3D 2017: 22nd International Conference on 3D Web Technology

  2. Modeling behavioral experiment interaction and environmental stimuli for a synthetic C. Elegans

    Frontiers in Neuroinformatics, Vol. 11

  3. X3DOM volume rendering component for web content developers

    Multimedia Tools and Applications, Vol. 76, Núm. 11, pp. 13425-13454

2016

  1. Experience-Based Electronic Health Records

    Cybernetics and Systems, Vol. 47, Núm. 1-2, pp. 126-139

  2. Hygehos ontology for electronic health records

    Smart Innovation, Systems and Technologies

  3. Integrating electronic health records in clinical decision support systems

    Smart Innovation, Systems and Technologies