RACR-MIL: Weakly Supervised Skin Cancer Grading using Rank-Aware Contextual Reasoning on Whole Slide Images.
Anirudh ChoudharyAngelina HwangJacob KechterKrishnakant SabooBlake BordeauxPuneet BhullarNneka I. ComfereDavid DiCaudoSteven NelsonEmma JohnsonLeah SwansonDennis MurphreeAaron MangoldRavishankar K. IyerPublished in: CoRR (2023)
Keyphrases
- weakly supervised
- input image
- three dimensional
- ground truth
- image data
- image features
- superpixels
- image classification
- image analysis
- skin lesion
- region of interest
- multiple images
- image retrieval
- skin cancer
- lighting conditions
- object class
- relation extraction
- early detection
- automated segmentation
- segmentation algorithm
- bounding box
- object detectors
- malignant melanoma
- image regions
- machine learning
- segmentation method
- object detection
- active learning
- object recognition
- computer vision