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.