Publicacións en colaboración con investigadores/as de Complexo Hospitalario Universitario de Santiago (58)

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. Deep learning method for aortic root detection

    Computers in Biology and Medicine, Vol. 135

  2. 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. Automatic detection of anatomical landmarks of the aorta in CTA images

    Medical and Biological Engineering and Computing, Vol. 58, Núm. 5, pp. 903-919

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

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

  3. 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

2019

  1. Aorta Centerline Smoothing and Registration Using Variational Models

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

  2. Automatic estimation of the aortic lumen geometry by ellipse tracking

    International Journal of Computer Assisted Radiology and Surgery, Vol. 14, Núm. 2, pp. 345-355

2018

  1. Ellipse Motion Estimation Using Parametric Snakes

    Journal of Mathematical Imaging and Vision, Vol. 60, Núm. 7, pp. 1095-1110

  2. Epidemic dynamics of vibrio parahaemolyticus illness in a hotspot of disease emergence, Galicia, Spain

    Emerging Infectious Diseases, Vol. 24, Núm. 5, pp. 852-859

  3. Fast and accurate circle tracking using active contour models

    Journal of Real-Time Image Processing, Vol. 14, Núm. 4, pp. 793-802

  4. Segmentation of the aorta using active contours with histogram-based descriptors

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

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

  2. Estimating rodent brain volume by a deformable contour model

    Communications in Computer and Information Science

  3. Robust Detection of Circles in the Vessel Contours and Application to Local Probability Density Estimation

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

  4. Tracking the aortic lumen geometry by optimizing the 3D orientation of its cross-sections

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