165 citations · 485 across the 18 of their papers we have counts for
19 papers
An open-source platform for interactive collision prevention in photon and particle beam therapy treatment planning
F Hueso-González, P Wohlfahrt, D Craft +1
We present an open-source platform to aid medical dosimetrists in preventing collisions between gantry head and patient or couch during photon or particle beam therapy treatment pl…
A Drug Recommendation System (Dr.S) for cancer cell lines
Marleen Balvert, Georgios Patoulidis, Andrew Patti +5
Personalizing drug prescriptions in cancer care based on genomic information requires associating genomic markers with treatment effects. This is an unsolved challenge requiring ge…
Dynamic fluence map sequencing using piecewise linear leaf position functions
Matthew Kelly, Jacobus H. M. van Amerongen, Marleen Balvert +1
Within the setting of intensity modulated radiation therapy (IMRT) and the fully continuous version of IMRT called volumetric modulated radiation therapy (VMAT), we consider the pr…
The clinical target distribution: a probabilistic alternative to the clinical target volume
Nadya Shusharina, David Craft, Yen-Lin Chen +2
Definition of the clinical target volume (CTV) is one of the weakest links in the radiation therapy chain. In particular, inability to account for uncertainties is a severe limitat…
Simulation assisted machine learning
Timo M. Deist, Andrew Patti, Zhaoqi Wang +3
Motivation: In a predictive modeling setting, if sufficient details of the system behavior are known, one can build and use a simulation for making predictions. When sufficient sys…
Fast approximate delivery of fluence maps: the VMAT case
Marleen Balvert, David Craft
In this article we provide a method to generate the trade-off between delivery time and fluence map matching quality for volumetric modulated arc therapy (VMAT). At the heart of ou…