ZhanQiQi / Nerve-detection

Nerve detection in ultrasound images to detect brachial plexus in the neck region using Deep Neural Networks.

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Nerve-detection

In this project we try to solve the ultrasound nerve segmentation problem, were we detect the nerve location in ultrasound images of a part of the neck, known as Brachial Plexus.We demonsrate to use U-net architecture to train th data along with pre-processing techniques like gaussian filter, k-means filter and gabor filter. Post-processing techniques such PCA based cleaning are been used to generate human like annotations.

Data

https://www.kaggle.com/c/ultrasound-nerve-segmentation/data

If this code helps your research, please cite our paper:

https://ieeexplore.ieee.org/document/8325894

About

Nerve detection in ultrasound images to detect brachial plexus in the neck region using Deep Neural Networks.

License:MIT License


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Language:Python 100.0%