no code implementations • 11 Oct 2022 • Xinrui Song, Xuanang Xu, Sheng Xu, Baris Turkbey, Bradford J. Wood, Thomas Sanford, Pingkun Yan
We then use the predicted landmarks to generate the affine transformation matrix, which outperforms the clinicians' manual rigid registration by a significant margin in terms of TRE.
no code implementations • MIDL 2019 • Stephanie A Harmon, Samira Masoudi, Thomas Sanford, Sherif Mehralivand, Stephanie Walker, Peter Choyke, Brad Wood, Peter Pinto, Jesse McKenney, Baris Turkbey
Current routine histopathologic evaluation of prostate cancer does not fully account for some individual morphology patterns associated with poor outcome.
1 code implementation • 7 Jun 2019 • Ling Zhang, Xiaosong Wang, Dong Yang, Thomas Sanford, Stephanie Harmon, Baris Turkbey, Holger Roth, Andriy Myronenko, Daguang Xu, Ziyue Xu
We rethink data augmentation for medical 3D images and propose a deep stacked transformations (DST) approach for domain generalization.