Automated Thalamic Nuclei Segmentation Using Multi-Planar Cascaded Convolutional Neural Networks

1 code implementation • 16 Dec 2019 • Mohammad S. Majdi, Mahesh B Keerthivasan, Brian K Rutt, Natalie M Zahr, Jeffrey J. Rodriguez, Manojkumar Saranathan

For 7T WMn-MPRAGE, the proposed method outperforms current state-of-the-art on patients with ET with statistically significant improvements in Dice for five nuclei (increase in the range of 0. 05-0. 18) and VSI for four nuclei (increase in the range of 0. 05-0. 19), while performing comparably for healthy and MS subjects.

Transfer Learning