Automated brain tumour detection and segmentation using superpixel-based extremely randomized trees in FLAIR MRI.
Mohammadreza SoltaninejadGuang YangTryphon LambrouNigel AllinsonTimothy L JonesThomas R BarrickFranklyn A HoweXujiong YePublished in: International journal of computer assisted radiology and surgery (2016)
This provides a close match to expert delineation across all grades of glioma, leading to a faster and more reproducible method of brain tumour detection and delineation to aid patient management.
Keyphrases
- resting state
- deep learning
- white matter
- loop mediated isothermal amplification
- real time pcr
- magnetic resonance imaging
- label free
- functional connectivity
- double blind
- open label
- machine learning
- cerebral ischemia
- contrast enhanced
- high throughput
- convolutional neural network
- phase iii
- placebo controlled
- computed tomography
- clinical practice
- blood brain barrier
- brain injury
- single cell
- quantum dots