no code implementations • 12 Jun 2018 • Grant Haskins, Jochen Kruecker, Uwe Kruger, Sheng Xu, Peter A. Pinto, Brad J. Wood, Pingkun Yan
Conclusion: A similarity metric that is learned using a deep neural network can be used to assess the quality of any given image registration and can be used in conjunction with the aforementioned optimization framework to perform automatic registration that is robust to poor initialization.
no code implementations • 30 Apr 2018 • Pingkun Yan, Sheng Xu, Ardeshir R. Rastinehad, Brad J. Wood
Robust and accurate alignment of multimodal medical images is a very challenging task, which however is very useful for many clinical applications.