T-AutoML: Automated Machine Learning for Lesion Segmentation using Transformers in 3D Medical Imaging.
Dong YangAndriy MyronenkoXiaosong WangZiyue XuHolger R. RothDaguang XuPublished in: CoRR (2021)
Keyphrases
- medical imaging
- lesion segmentation
- machine learning
- magnetic resonance images
- magnetic resonance imaging
- medical images
- multiple sclerosis
- x ray
- image registration
- anatomical structures
- medical image processing
- computer vision
- image segmentation
- computed tomography
- medical image analysis
- ct images
- image analysis
- shape analysis
- image processing
- computer aided diagnosis
- imaging modalities
- image guided surgery
- brain mri
- mri data
- manual segmentation
- brain tissue
- white matter
- volumetric data
- remote sensing
- data mining
- pattern recognition
- computational intelligence
- magnetic resonance
- computer aided
- mr images
- semi automatic
- brain structures
- feature extraction
- active contours