Uncertain but Useful: Leveraging CNN Training Variability into Data Augmentation

Inés Gonzalez-Pepe, Vinuyan Sivakolunthu, Yohan Chatelain +1

Deep learning (DL) has transformed neuroimaging by delivering state-of-the-art performance with reduced computation times. Yet, the numerical uncertainty inherent to DL training re…