2 code implementations • 13 Feb 2023 • Moo K. Chung, Camille Garcia Ramos, Felipe Branco De Paiva, Jedidiah Mathis, Vivek Prabharakaren, Veena A. Nair, Elizabeth Meyerand, Bruce P. Hermann, Jeffrey R. Binder, Aaron F. Struck
Persistent homology offers a powerful tool for extracting hidden topological signals from brain networks.
no code implementations • 17 Jul 2019 • Yunzhe Xue, Meiyan Xie, Fadi G. Farhat, Olga Boukrina, A . M. Barrett, Jeffrey R. Binder, Usman W. Roshan, William W. Graves
We propose a fully 3D multi-path convolutional network to predict stroke lesions from 3D brain MRI images.
1 code implementation • 26 May 2019 • Yunzhe Xue, Fadi G. Farhat, Olga Boukrina, A . M. Barrett, Jeffrey R. Binder, Usman W. Roshan, William W. Graves
With all three datasets combined, the current system compared to previous methods also attained a reliably higher cross-validation accuracy.