3 papers
physics.med-ph2024
Anatomy-based quality metric of diffusion-weighted MRI data for accurate derivation of muscle fiber orientation
Nadya Shusharina, Xiaofeng Liu, Evangelia Kaza +3
Diffusion-weighted MRI (DW-MRI) is used to quantitatively characterize the microscopic structure of soft tissue due to the anisotropic diffusion of water in muscle. Applications su…
cs.CV2024
Treatment-wise Glioblastoma Survival Inference with Multi-parametric Preoperative MRI
Xiaofeng Liu, Nadya Shusharina, Helen A Shih +3
In this work, we aim to predict the survival time (ST) of glioblastoma (GBM) patients undergoing different treatments based on preoperative magnetic resonance (MR) scans. The perso…
physics.med-ph2018
The clinical target distribution: a probabilistic alternative to the clinical target volume
Nadya Shusharina, David Craft, Yen-Lin Chen +2
Definition of the clinical target volume (CTV) is one of the weakest links in the radiation therapy chain. In particular, inability to account for uncertainties is a severe limitat…