A Comparison of Transfer Learning Performance Versus Health Experts in Disease Diagnosis From Medical Imaging.
Hassaan MalikMuhammad Shoaib FarooqAdel KhelifiAdnan AbidJunaid Nasir QureshiMuzammil HussainPublished in: IEEE Access (2020)
Keyphrases
- medical imaging
- transfer learning
- disease diagnosis
- medical images
- x ray
- image registration
- knowledge transfer
- image analysis
- medical image analysis
- labeled data
- active learning
- machine learning
- image segmentation
- imaging modalities
- image processing
- anatomical structures
- comparative analysis
- text classification
- reinforcement learning
- image guided
- learning algorithm
- text categorization
- cross domain
- transfer knowledge
- machine learning algorithms
- collaborative filtering
- semi supervised learning
- target domain
- computer aided diagnosis
- remote sensing
- text mining
- pattern recognition
- unlabeled data
- recommender systems
- decision trees
- neural network
- data sets