MedMerge: Merging Models for Effective Transfer Learning to Medical Imaging Tasks.
Ibrahim AlmakkySantosh SanjeevAnees Ur Rehman HashmiMohammad Areeb QaziMohammad YaqubPublished in: CoRR (2024)
Keyphrases
- transfer learning
- medical imaging
- medical images
- learning tasks
- machine learning algorithms
- knowledge transfer
- image analysis
- image processing
- machine learning
- image segmentation
- imaging modalities
- multi task learning
- anatomical structures
- multi task
- x ray
- image registration
- active learning
- domain adaptation
- labeled data
- shape analysis
- image processing and analysis
- previously learned
- medical image analysis
- biomedical engineering
- reinforcement learning
- transfer knowledge
- text classification
- cross domain
- image guided surgery
- ct images
- probabilistic model
- collaborative filtering
- medical image processing
- hierarchical bayesian model
- transferring knowledge
- magnetic resonance imaging
- text categorization
- high quality
- computer vision
- information retrieval
- volumetric data
- knowledge discovery
- data analysis
- manifold alignment
- learning algorithm