Volume is All You Need: Improving Multi-task Multiple Instance Learning for WMH Segmentation and Severity Estimation.
Wooseok JungChong Hyun SuhWoo-Hyun ShimJinyoung KimDongsoo LeeChanghyun ParkSeo Taek KongKyu-Hwan JungHwon HeoSang Joon KimPublished in: MLCN@MICCAI (2022)
Keyphrases
- multiple instance learning
- multi task
- multi class
- multiple instance
- multi task learning
- learning problems
- learning tasks
- supervised learning
- multitask learning
- transfer learning
- semi supervised
- multiple tasks
- maximum margin
- image segmentation
- semi supervised learning
- feature selection
- regression problems
- image annotation
- multiscale
- gaussian processes
- image classification
- support vector machine
- text categorization
- feature space
- image analysis
- kernel methods
- high order
- machine learning
- learning algorithm