Vessel detection in ultrasound images using deep convolutional neural networks

The video shows our first result in the field of deep learning and convolutional neural networks. We designed a neural network which can automatically locate and segment blood vessels in real-time from B-mode ultrasound images. The network was trained on over 10,000 subimages of vessels and non-vessels. You can read more about into in our article which will be presented at the 2nd Workshop on Deep Learning in Medical Image Analysis (DLMIA), Athens, 21. Oct. 2016:

Download preprint article. The final publication is available at Springer via http://dx.doi.org/10.1007/978-3-319-46976-8_4

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