3 papers
stat.ML2019
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…
physics.med-ph2019
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…
cs.LG2018
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…