Publikationen in Zusammenarbeit mit Forschern von Instituto de Investigación Sanitaria Biogipuzkoa (20)

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

2021

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

    Sensors, Vol. 21, Núm. 23

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

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

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. 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

  4. 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

2015

  1. Extended reflexive ontologies for the generation of clinical recommendations

    Cybernetics and Systems, Vol. 46, pp. 4-18

2014

  1. Decisional DNA for modeling and reuse of experiential clinical assessments in breast cancer diagnosis and treatment

    Neurocomputing, Vol. 146, pp. 308-318

  2. Design and development of a mobile cardiac rehabilitation system

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

  3. Hygehos home: An innovative remote follow-up system for chronic patients

    Studies in Health Technology and Informatics

  4. Specification of extended reflexive ontologies in the context of CDSS

    Studies in Health Technology and Informatics

2013

  1. Bridging challenges of clinical decision support systems with a semantic approach. A case study on breast cancer

    Pattern Recognition Letters, Vol. 34, Núm. 14, pp. 1758-1768

  2. Impact of reflexive ontologies in semantic clinical decision support systems

    Cybernetics and Systems, Vol. 44, Núm. 2-3, pp. 187-203

  3. Quantitative imaging in cta for endovascular repair planning and follow-up of aortic aneurysms

    Optics InfoBase Conference Papers

2012

  1. A semantic clinical decision support system: Conceptual architecture and implementation guidelines

    Frontiers in Artificial Intelligence and Applications, Vol. 243, pp. 1390-1399

  2. Speed-up of a knowledge-based clinical diagnosis system using reflexive ontologies

    Frontiers in Artificial Intelligence and Applications, Vol. 243, pp. 1480-1489

2011

  1. 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