Segmenting pediatric optic pathway gliomas from MRI using deep learning.
Jakub NalepaSzymon AdamskiKrzysztof KotowskiSylwia ChelstowskaMagdalena Machnikowska-SokolowskaOskar BozekAgata WiszElzbieta JurkiewiczPublished in: Comput. Biol. Medicine (2022)
Keyphrases
- deep learning
- brain tumor segmentation
- brain tumors
- mri scans
- magnetic resonance images
- brain tissue
- accurate segmentation
- mr images
- unsupervised learning
- mri data
- magnetic resonance imaging
- unsupervised feature learning
- brain structures
- machine learning
- deep architectures
- image segmentation
- medical imaging
- weakly supervised
- magnetic resonance
- medical image analysis
- medical images
- white matter
- mental models
- high resolution
- automatic segmentation