4 papers
A Deterministic Dynamical Low-rank Approach for Charged Particle Transport
Pia Stammer, Tiberiu Burlacu, Niklas Wahl +2
Deterministically solving charged particle transport problems at a sufficient spatial and angular resolution is often prohibitively expensive, especially due to their highly forwar…
A deep learning model for inter-fraction head and neck anatomical changes
Tiberiu Burlacu, Mischa Hoogeman, Danny Lathouwers +1
Objective: To assess the performance of a probabilistic deep learning based algorithm for predicting inter-fraction anatomical changes in head and neck patients. Approach: A probab…
Yet anOther Dose Algorithm (YODA) for independent computations of dose and dose changes due to anatomical changes
Tiberiu Burlacu, Danny Lathouwers, Zoltán Perkó
To assess the viability of a physics-based, deterministic and adjoint-capable algorithm for performing treatment planning system independent dose calculations a…
A deterministic adjoint-based semi-analytical algorithm for fast response change computations in proton therapy
Tiberiu Burlacu, Danny Lathouwers, Zoltán Perkó
In this paper we propose a solution to the need for a fast particle transport algorithm in Online Adaptive Proton Therapy capable of cheaply, but accurately computing the changes i…