Deep learning for brain metastasis detection and segmentation in longitudinal MRI data.
Yixing HuangChristoph BertPhilipp SommerBenjamin FreyUdo GaiplLuitpold V. DistelThomas WeissmannMichael UderManuel A. SchmidtArnd DörflerAndreas K. MaierRainer FietkauFlorian PutzPublished in: CoRR (2021)
Keyphrases
- mri data
- mri scans
- deep learning
- partial volume
- cortical thickness
- fully automatic
- brain tissue
- mr images
- magnetic resonance images
- magnetic resonance imaging
- brain structures
- mri images
- dce mri
- brain tumors
- white matter
- accurate segmentation
- brain mr images
- dt mri
- synthetic data
- medical imaging
- brain imaging
- unsupervised learning
- medical images
- corpus callosum
- machine learning
- model based segmentation
- breast cancer
- object detection
- magnetic resonance
- multiscale
- segmentation method
- fiber bundles
- diffusion tensor
- semi automatic
- atlas based segmentation
- brain images
- bounding box
- image processing
- decision making