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