451 citations · 894 across the 27 of their papers we have counts for
4 papers · 1 filter
Meta-optimization for Fully Automated Radiation Therapy Treatment Planning
Charles Huang, Yusuke Nomura, Yong Yang +1
Objective: Radiation therapy treatment planning is a time-consuming process involving iterative adjustments of hyperparameters. To automate the treatment planning process, we propo…
Operator Splitting for Adaptive Radiation Therapy with Nonlinear Health Dynamics
Anqi Fu, Lei Xing, Stephen Boyd
We present an optimization-based approach to radiation treatment planning over time. Our approach formulates treatment planning as an optimal control problem with nonlinear patient…
Fully Automated Noncoplanar Radiation Therapy Treatment Planning
Charles Huang, Yong Yang, Lei Xing
Noncoplanar radiation therapy treatment planning has the potential to improve dosimetric quality as compared to traditional coplanar techniques. Likewise, automated treatment plann…
TransCT: Dual-path Transformer for Low Dose Computed Tomography
Zhicheng Zhang, Lequan Yu, Xiaokun Liang +2
Low dose computed tomography (LDCT) has attracted more and more attention in routine clinical diagnosis assessment, therapy planning, etc., which can reduce the dose of X-ray radia…