Weakly supervised instance learning for thyroid malignancy prediction from whole slide cytopathology images.
David DovShahar Z. KovalskySerge AssaadJonathan CohenDanielle Elliott RangeAvani A. PendseRicardo HenaoLawrence CarinPublished in: Medical Image Anal. (2021)
Keyphrases
- weakly supervised
- object detectors
- image database
- image retrieval
- topic models
- ground truth
- learning algorithm
- relation extraction
- image features
- input image
- information retrieval
- image content
- three dimensional
- viewpoint
- supervised learning
- co occurrence
- image classification
- generative model
- unsupervised learning
- active learning
- test images
- partial occlusion
- multiple images
- object recognition