2 papers
physics.med-ph2018
Three-Dimensional Radiotherapy Dose Prediction on Head and Neck Cancer Patients with a Hierarchically Densely Connected U-net Deep Learning Architecture
Dan Nguyen, Xun Jia, David Sher +4
The treatment planning process for patients with head and neck (H&N) cancer is regarded as one of the most complicated due to large target volume, multiple prescription dose levels…
physics.med-ph2018
Super-Resolution 1H Magnetic Resonance Spectroscopic Imaging utilizing Deep Learning
Zohaib Iqbal, Dan Nguyen, Gilbert Hangel +3
Magnetic resonance spectroscopic imaging (SI) is a unique imaging technique that provides biochemical information from in vivo tissues. The 1H spectra acquired from several spatial…