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20212024
most citedRandom Forest-Based Prediction of Stroke Outcome

135 citations

8 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…