Publikationen in Zusammenarbeit mit Forschern von Complexo Hospitalario Universitario de Santiago (23)

2024

  1. Cognitive and clinical predictors of a long-term course in obsessive compulsive disorder: A machine learning approach in a prospective cohort study

    Journal of Affective Disorders, Vol. 350, pp. 648-655

2023

  1. CT-Based Radiomics to Predict KRAS Mutation in CRC Patients Using a Machine Learning Algorithm: A Retrospective Study

    Biomedicines, Vol. 11, Núm. 8

2022

  1. A few-shot approach for COVID-19 screening in standard and portable chest X-ray images

    Scientific Reports, Vol. 12, Núm. 1

  2. A framework for the automatic description of healthcare processes in natural language: Application in an aortic stenosis integrated care process

    Journal of Biomedical Informatics, Vol. 128

  3. Kernel machine learning methods to handle missing responses with complex predictors. Application in modelling five-year glucose changes using distributional representations

    Computer Methods and Programs in Biomedicine, Vol. 221

2021

  1. Glucodensities: A new representation of glucose profiles using distributional data analysis

    Statistical Methods in Medical Research, Vol. 30, Núm. 6, pp. 1445-1464

2020

  1. CT radiomics in colorectal cancer: Detection of KRAS mutation using texture analysis and machine learning

    Applied Sciences (Switzerland), Vol. 10, Núm. 18

  2. CystAnalyser: A new software tool for the automatic detection and quantification of cysts in polycystic kidney and liver disease, and other cystic disorders

    PLoS Computational Biology, Vol. 16, Núm. 10

2017

  1. Estimating rodent brain volume by a deformable contour model

    Communications in Computer and Information Science

2013

  1. An open platform for the protocolization of home medical supervision

    Expert Systems with Applications, Vol. 40, Núm. 7, pp. 2607-2614

  2. Stent strut detection in intravascular optical coherence tomography

    Iberian Conference on Information Systems and Technologies, CISTI

  3. Stent strut detection in intravascular optical coherence tomography

    PROCEEDINGS OF THE 2013 8TH IBERIAN CONFERENCE ON INFORMATION SYSTEMS AND TECHNOLOGIES (CISTI 2013)

2012

  1. A structural knowledge-based proposal for the identification and characterization of apnoea episodes

    Applied Soft Computing Journal, Vol. 12, Núm. 1, pp. 516-526

  2. An evalua tion of indexes as support tools in the diagnosis of sleep apnea

    Annals of Biomedical Engineering, Vol. 40, Núm. 8, pp. 1825-1834

2011

  1. Algorithm for registration of full Scanning Laser Ophthalmoscope video sequences

    Computer Methods and Programs in Biomedicine, Vol. 102, Núm. 1, pp. 1-16

2010

  1. Evaluation of an alternative definition for the apnea-hypopnea index

    2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10

  2. The mean value of the descriptors of the pathological events recorded on the polysomnogram as a support tool in the diagnosis of SAHS

    2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10

2009

  1. CIE-9-MC code classification with knn and SVM

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

  2. Visual knowledge-based metaphors to support the analysis of polysomnographic recordings

    Advances in Soft Computing

2008

  1. Fuzzy structural algorithms to identify and characterize apnea and hypopnea episodes

    Proceedings of the 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS'08 - "Personalized Healthcare through Technology"