Deep learning ensembles for detecting brain metastases in longitudinal multi-modal MRI studies.
Bartosz MachuraDamian KucharskiOskar BozekBartosz EksnerBartosz KokoszkaTomasz PekalaMateusz RadomMarek StrzelczakLukasz ZarudzkiBenjamín Gutiérrez-BeckerAgata KrasonJean TessierJakub NalepaPublished in: Comput. Medical Imaging Graph. (2024)
Keyphrases
- multi modal
- deep learning
- brain tumors
- cortical thickness
- unsupervised learning
- brain tissue
- magnetic resonance images
- mr images
- magnetic resonance imaging
- machine learning
- medical images
- brain images
- weakly supervised
- brain structures
- high dimensional
- high resolution
- human brain
- image annotation
- mental models
- medical imaging
- decision trees
- deformable registration
- magnetic resonance
- medical image analysis
- white matter
- input image
- feature selection