no code implementations • 5 Nov 2020 • Haoyue Zhang, Jennifer S Polson, Kambiz Nael, Noriko Salamon, Bryan Yoo, Suzie El-Saden, Fabien Scalzo, William Speier, Corey W Arnold
We apply this approach to both 2D and 3D CNN architectures with our top model achieving an ROC-AUC value of 0. 74, with a sensitivity of 0. 70 and a specificity of 0. 81 for classifying TSS < 4. 5 hours.
1 code implementation • 11 Dec 2019 • Nova F. Smedley, Suzie El-Saden, William Hsu
To interpret the models, we propose gene masking and gene saliency to extract learned relationships from radiogenomic neural networks.
Quantitative Methods