Publications in collaboration with researchers from Complexo Hospitalario Universitario de Santiago (19)

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. An ontology-aware integration of clinical models, terminologies and guidelines: An exploratory study of the Scale for the Assessment and Rating of Ataxia (SARA)

    BMC Medical Informatics and Decision Making, Vol. 17, Núm. 1

2014

  1. Automated semantic annotation of rare disease cases: A case study

    Database, Vol. 2014

2013

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

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

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

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"

1996

  1. Automatic detection of breast border and nipple in digital mammograms

    Computer Methods and Programs in Biomedicine, Vol. 49, Núm. 3, pp. 253-262