output
20042024
most citedRandom Forest-Based Prediction of Stroke Outcome

135 citations

13 papers

physics.med-ph2024★ 2 cited

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…

cs.LG2024★ 135 cited

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…

q-bio.TO2024★ 101 cited

Targeting of chondrocyte plasticity via connexin43 modulation attenuates cellular senescence and fosters a pro-regenerative environment in osteoarthritis

Marta Varela-Eirin, Adrian Varela-Vazquez, Amanda Guitian-Caamano +10

Osteoarthritis (OA), a chronic disease characterized by articular cartilage degeneration, is a leading cause of disability and pain worldwide. In OA, chondrocytes in cartilage unde…

physics.med-ph2023★ 4 cited

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…

physics.med-ph2023★ 2 cited

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…

physics.med-ph2022★ 8 cited

Quantification of internal dosimetry in PET patients II: Individualized Monte Carlo-based dosimetry for [18F]Fluorocholine PET

Sara Neira, Jacobo Guiu-Souto, Paulino Pais +7

Purpose: To obtain individualized internal doses with a Monte Carlo method in patients undergoing diagnostic FCH-PET studies and to compare such doses with the MIRD method calculat…

physics.med-ph2021★ 1 cited

A Mathematical Model of Thyroid Disease Response to Radiotherapy

Araceli Gago-Arias, Sara Neira, Filippo Terragni +1

We present a mechanistic biomathematical model of molecular radiotherapy of thyroid disease. The general model consists of a set of differential equations describing the dynamics o…

physics.med-ph2021★ 10 cited

A kinetic model of continuous radiation damage to populations of cells: Comparison to the LQ model and application to molecular radiotherapy

Sara Neira, Araceli Gago-Arias, Jacobo Guiu-Souto +1

The linear-quadratic (LQ) model to describe the survival of irradiated cells may be the most frequently used biomathematical model in radiotherapy. There has been an intense debate…

stat.AP2020★ 45 cited

Glucodensities: a new representation of glucose profiles using distributional data analysis

Marcos Matabuena, Alexander Petersen, Juan C. Vidal +1

Biosensor data has the potential ability to improve disease control and detection. However, the analysis of these data under free-living conditions is not feasible with current sta…

cs.CV2018★ 90 cited

Automatic segmentation of the Foveal Avascular Zone in ophthalmological OCT-A images

Macarena Díaz, Jorge Novo, Paula Cutrín +3

Angiography by Optical Coherence Tomography is a non-invasive retinal imaging modality of recent appearance that allows the visualization of the vascular structure at predefined de…

q-bio.GN2017

ASB1 differential methylation in ischaemic cardiomyopathy. Relationship with left ventricular performance in end stage heart failure patients

Ana Ortega, Estefanía Tarazón, Carolina Gil-Cayuela +7

Aims: Ischaemic cardiomyopathy (ICM) leads to impaired contraction and ventricular dysfunction causing high rates of morbidity and mortality. Epigenomics allows the identification…

math.SP2014★ 3 cited

A Perturbation of the Dunkl Harmonic Oscillator on the Line

Jesús A. Álvarez López, Manuel Calaza, Carlos Franco

Let be the Dunkl harmonic oscillator on (). For and , it is proved that, if , then the operator $U=J_σ+ξ|x|^{-2u}…

physics.med-ph2004★ 28 cited

Development and operation of a pixel segmented liquid-filled linear array for radiotherapy quality assurance

J. Pardo, L. Franco, F. Gomez +7

A liquid isooctane (CH) filled ionization linear array for radiotherapy quality assurance has been designed, built and tested. The detector consists of 128 pixels, eac…