30 citations · 62 across the 8 of their papers we have counts for
8 papers
An Efficient and Robust Method for Chest X-Ray Rib Suppression that Improves Pulmonary Abnormality Diagnosis
Di Xu, Qifan Xu, Kevin Nhieu +2
Suppression of thoracic bone shadows on chest X-rays (CXRs) has been indicated to improve the diagnosis of pulmonary disease. Previous approaches can be categorized as unsupervised…
Transformative Technology for FLASH Radiation Therapy: A Snowmass 2021 White Paper
Salime Boucher, Eric Esarey, Cameron Geddes +16
Conventional cancer therapies include surgery, radiation therapy, chemotherapy, and, more recently, immunotherapy. These modalities are often combined to improve the therapeutic in…
To what extent can Plug-and-Play methods outperform neural networks alone in low-dose CT reconstruction
Qifan Xu, Qihui Lyu, Dan Ruan +1
The Plug-and-Play (PnP) framework was recently introduced for low-dose CT reconstruction to leverage the interpretability and the flexibility of model-based methods to incorporate…
DeepMCDose: A Deep Learning Method for Efficient Monte Carlo Beamlet Dose Calculation by Predictive Denoising in MR-Guided Radiotherapy
Ryan Neph, Yangsibo Huang, Youming Yang +1
The next great leap toward improving treatment of cancer with radiation will require the combined use of online adaptive and magnetic resonance guided radiation therapy techniques…
Fully Automated Pancreas Segmentation with Two-stage 3D Convolutional Neural Networks
Ningning Zhao, Nuo Tong, Dan Ruan +1
Due to the fact that pancreas is an abdominal organ with very large variations in shape and size, automatic and accurate pancreas segmentation can be challenging for medical image…
Fraction-variant beam orientation optimization for non-coplanar IMRT
Daniel O'Connor, Dan Nguyen, Dan Ruan +2
Conventional beam orientation optimization (BOO) algorithms for IMRT assume that the same set of beam angles is used for all treatment fractions. In this paper we present a BOO for…