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Last pushed: 6 months ago
Short Description
Identification of the laminae of vertebrae in sagittal ultrasound images of spine
Full Description

This docker image contains the python implementation of the image classification system described in the paper titled: Real-time ultrasound image classification for spine anesthesia using local directional Hadamard features.
The image is built on ubuntu 14.04 and opencv 2.4

The github repository can be found at https://github.com/mpslxz/SpineClassifierDocker
If you use the docker image or the code in the github repo, please cite the following papers:

Pesteie, M., Abolmaesumi, P., Ashab, H. A. D., Lessoway, V. A., Massey, S., Gunka, V., & Rohling, R. N. (2015). Real-time ultrasound image classification for spine anesthesia using local directional Hadamard features. International journal of computer assisted radiology and surgery, 10(6), 901-912.

Mehrtash, A., Pesteie, M., Hetherington, J., Behringer, P. A., Kapur, T., Wells, W. M., … & Abolmaesumi, P. (2017, March). DeepInfer: open-source deep learning deployment toolkit for image-guided therapy. In SPIE Medical Imaging (pp. 101351K-101351K). International Society for Optics and Photonics.

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mpslxz

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