Unsupervised anomaly detection in 3D brain MRI using deep learning with multi-task brain age prediction.
Marcel BengsFinn BehrendtMax-Heinrich LavesJulia KrügerRoland OpferAlexander SchlaeferPublished in: Medical Imaging: Computer-Aided Diagnosis (2022)
Keyphrases
- data mining
- deep learning
- multi task
- brain mri
- machine learning
- learning tasks
- anatomical structures
- magnetic resonance images
- unsupervised learning
- learning problems
- region growing
- multi class
- transfer learning
- feature selection
- weakly supervised
- anomaly detection
- learning algorithm
- supervised learning
- mr images
- image processing
- mental models