Deep neural network for the prediction of KRAS, NRAS, and BRAF genotypes in left-sided colorectal cancer based on histopathologic images.
Xuejie LiXianda ChiPinjie HuangQiong LiangJianpei LiuPublished in: Comput. Medical Imaging Graph. (2024)
Keyphrases
- neural network
- image data
- input image
- image analysis
- ground truth
- image database
- prediction accuracy
- multiple images
- image classification
- image collections
- image retrieval
- image matching
- three dimensional
- edge detection
- object recognition
- pattern recognition
- test images
- lighting conditions
- image set
- computer graphics
- prediction error
- colorectal cancer
- back propagation
- rigid body
- prediction model
- image regions
- segmentation method
- image processing