135 citations
- Complejo Hospitalario Universitario de SantiagoES7 papers
- Complexo Hospitalario Universitario A CoruñaES6 papers
- Universidade de Santiago de CompostelaES6 papers
- Pontificia Universidad Católica de ChileCL3 papers
- Centro Oncológico de GaliciaES2 papers
- Centro de Supercomputación de GaliciaES1 paper
- German Cancer Research CenterDE1 paper
- Heidelberg UniversityDE1 paper
- Instituto de Investigación Biomédica de A CoruñaES1 paper
- Istituto Nazionale di Fisica NucleareIT1 paper
- Istituto Nazionale di Fisica Nucleare, Sezione di TorinoIT1 paper
- National Research Council CanadaCA1 paper
9 papers
Trustworthy Data-driven Chronological Age Estimation from Panoramic Dental Images
Ainhoa Vivel-Couso, Nicolás Vila-Blanco, María J. Carreira +3
Integrating deep learning into healthcare enables personalized care but raises trust issues due to model opacity. To improve transparency, we propose a system for dental age estima…
Evaluation of the two-voltage method for parallel-plate ionization chambers irradiated with pulsed beams
José Paz-Martín, Andreas Schüller, Alexandra Bourgouin +5
Air-vented ionization chambers exposed to clinical radiation beams may suffer from recombination during the drift of the charge carriers towards the electrodes. Thus, dosimetry pro…
Tests for categorical data beyond Pearson: A distance covariance and energy distance approach
Fernando Castro-Prado, Wenceslao González-Manteiga, Javier Costas +2
Categorical variables are of uttermost importance in biomedical research. When two of them are considered, it is often the case that one wants to test whether or not they are stati…
Random Forest-Based Prediction of Stroke Outcome
Carlos Fernandez-Lozano, Pablo Hervella, Virginia Mato-Abad +9
We research into the clinical, biochemical and neuroimaging factors associated with the outcome of stroke patients to generate a predictive model using machine learning techniques…
An in-silico study of conventional and FLASH radiotherapy iso-effectiveness: Radiolytic oxygen depletion and its potential impact on tumor control probability
Isabel González-Crespo, Faustino Gómez, Óscar López Pouso +1
FLASH radiotherapy (FLASH-RT) has shown the potential to spare normal tissue while seemingly maintaining the effectiveness of conventional radiotherapy (CONV-RT). It has been sugge…
Variation of the relative biological effectiveness with fractionation in proton therapy: analysis of prostate cancer response
Juan Pardo-Montero, Miguel Pombar, Antonio Gómez-Caamaño +2
Purpose: To present a methodology to analyze the variation of RBE with fractionation from clinical data of tumor control probability (TCP) and to apply it to study the response of…