28 citations · 44 across the 5 of their papers we have counts for
6 papers
Iterative Rule Extension for Logic Analysis of Data: an MILP-based heuristic to derive interpretable binary classification from large datasets
Marleen Balvert
Data-driven decision making is rapidly gaining popularity, fueled by the ever-increasing amounts of available data and encouraged by the development of models that can identify bey…
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…
An image representation based convolutional network for DNA classification
Bojian Yin, Marleen Balvert, Davide Zambrano +2
The folding structure of the DNA molecule combined with helper molecules, also referred to as the chromatin, is highly relevant for the functional properties of DNA. The chromatin…
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…
Fast approximate delivery of fluence maps: the single map case
David Craft, Marleen Balvert
In this first paper of a two-paper series, we present a method for optimizing the dynamic delivery of fluence maps in radiation therapy. For a given fluence map and a given deliver…