Automated contouring and planning pipeline for hippocampal-avoidant whole-brain radiotherapy.
Christine H FengMariel CornellKevin L MooreRoshan KarunamuniTyler M SeibertPublished in: Radiation oncology (London, England) (2020)
An automated pipeline harnessing the efficiency of commercially available artificial intelligence tools can generate clinically acceptable VMAT HA-WBRT plans with minimal manual intervention. This process could improve clinical efficiency for a treatment established to improve patient outcomes over standard WBRT.
Keyphrases
- artificial intelligence
- big data
- machine learning
- deep learning
- brain metastases
- randomized controlled trial
- early stage
- cerebral ischemia
- weight loss
- white matter
- radiation therapy
- resting state
- high throughput
- locally advanced
- radiation induced
- combination therapy
- functional connectivity
- multiple sclerosis
- blood brain barrier
- brain injury
- rectal cancer
- data analysis