Automated detection of multiple structural changes of diabetic macular oedema in SDOCT retinal images through transfer learning in CNNs.
Natarajan PadmasiniUmamaheswari RengasamyPublished in: IET Image Process. (2020)
Keyphrases
- retinal images
- transfer learning
- automated detection
- blood vessels
- vessel segmentation
- learning tasks
- vessel detection
- knowledge transfer
- optic disk
- cross domain learning
- diabetic retinopathy
- labeled data
- optic disc
- automated analysis
- collaborative filtering
- machine learning
- optical coherence tomography
- transfer knowledge
- cross domain
- semi supervised learning
- domain adaptation
- active learning
- target domain
- region of interest
- text mining
- multiple sources
- machine learning algorithms
- lung cancer
- decision trees
- text classification
- learning algorithm
- information retrieval