A Pragmatic Machine Learning Approach to Quantify Tumor Infiltrating Lymphocytes in Whole Slide Images.
Nikita ShvetsovMorten GrønnesbyEdvard PedersenKajsa MøllersenLill-Tove Rasmussen BusundRuth SchwienbacherLars Ailo BongoThomas K. KilvaerPublished in: CoRR (2022)
Keyphrases
- machine learning
- image data
- ground truth
- image analysis
- image database
- image retrieval
- three dimensional
- image registration
- image collections
- input image
- image regions
- object recognition
- data mining
- learning algorithm
- tumor detection
- machine learning methods
- image matching
- image classification
- segmentation algorithm
- test images
- brain tumors
- feature points
- segmentation method
- edge detection
- image features
- lighting conditions
- image set
- feature extraction
- clinical applications
- computer vision