Collaborative Deep Learning for Privacy Preserving Diabetic Retinopathy Detection.
Mahmut KarakayaRamazan S. AygünAhmed B. SallamPublished in: EMBC (2022)
Keyphrases
- privacy preserving
- diabetic retinopathy
- deep learning
- automatic detection
- retinal images
- privacy preserving data mining
- early detection
- privacy preservation
- vertically partitioned data
- unsupervised learning
- machine learning
- data privacy
- optic disc
- private information
- medical experts
- privacy sensitive
- blood vessels
- sensitive information
- mental models
- privacy concerns
- differential privacy
- knowledge discovery
- object detection
- data mining
- scalar product