Federated learning for computational pathology on gigapixel whole slide images.
Ming Y. LuRichard J. ChenDehan KongJana LipkováRajendra SinghDrew F. K. WilliamsonTiffany Y. ChenFaisal MahmoodPublished in: Medical Image Anal. (2022)
Keyphrases
- image data
- input image
- image database
- three dimensional
- ground truth
- object recognition
- test images
- image classification
- active learning
- rigid body
- image collections
- learning tasks
- feature points
- image registration
- image features
- high resolution
- learning process
- image analysis
- similarity measure
- supervised learning
- edge detection
- unsupervised learning
- learning systems
- lighting conditions
- image processing
- pixel values
- machine learning