Few-Shot Transfer Learning to improve Chest X-Ray pathology detection using limited triplets.
Ananth Reddy BhimireddyJohn Lee BurnsSaptarshi PurkayasthaJudy Wawira GichoyaPublished in: CoRR (2022)
Keyphrases
- x ray
- transfer learning
- chest radiographs
- x ray images
- transfer knowledge
- medical imaging
- knowledge transfer
- digital x ray images
- detection algorithm
- intraoperative
- ct scans
- cross domain
- labeled data
- three dimensional
- electron microscopy
- reinforcement learning
- tomographic images
- active learning
- machine learning
- semi supervised learning
- text classification
- low dose
- text mining
- collaborative filtering
- object recognition
- metal oxide
- training data
- learning algorithm
- guide wire
- anatomical structures
- computer assisted
- prior knowledge
- text categorization
- unlabeled data
- general purpose