Code for our Kaggle entries in the Ultrasound Nerve Segmentation competition
Our algorithm for predicting which regions of an ultrasound image contain the brachial plexus nerves. A large portion of the data was processed using Matlab, while our predictive algorithms were trained in Python.
- Data from the Kaggle competition
- Boxcounting algorithm for fractal analysis
- Otsu's thresholding algorithm for image segmentation
- Beltrami filter for image denoising
- Rotate around function for easy rotations
- Saliency map algorithm for highlight potential ROIs
- Python packages: Keras, Theano, OpenCV