1 citations · 2 across the 2 of their papers we have counts for
3 papers
physics.med-ph2022★ 1 cited
Millisecond speed deep learning based proton dose calculation with Monte Carlo accuracy
Oscar Pastor-Serrano, Zoltán Perkó
Next generation online and real-time adaptive radiotherapy workflows require precise particle transport simulations in sub-second times, which is unfeasible with current analytical…
cs.LG2021★ 1 cited
Learning the Physics of Particle Transport via Transformers
Oscar Pastor-Serrano, Zoltán Perkó
Particle physics simulations are the cornerstone of nuclear engineering applications. Among them radiotherapy (RT) is crucial for society, with 50% of cancer patients receiving rad…
cs.LG2020
A semi-supervised autoencoder framework for joint generation and classification of breathing
Oscar Pastor-Serrano, Danny Lathouwers, Zoltán Perkó
One of the main problems with biomedical signals is the limited amount of patient-specific data and the significant amount of time needed to record the sufficient number of samples…