Fast and Accurate Tumor Segmentation of Histology Images using Persistent Homology and Deep Convolutional Features.
Talha QaiserYee-Wah TsangDaiki TaniyamaNaoya SakamotoKazuaki NakaneDavid B. A. EpsteinNasir M. RajpootPublished in: CoRR (2018)
Keyphrases
- image features
- topological features
- persistent homology
- image data
- input image
- three dimensional
- object recognition
- image analysis
- tumor segmentation
- edge detection
- image registration
- ground truth
- computer graphics
- quantitative evaluation
- feature points
- multiscale
- brain tumors
- morse theory
- brain mr images
- deep learning
- visual inspection
- segmentation method
- segmentation algorithm
- feature space
- similarity measure