A3: Deep learning for inverse problems and digital pathology

Format

Block course, 3 days

Contents

Introduction to Deep Learning and the PyTorch framework; Introduction to Digital Pathology; Automatic Tumor detection; Deep Learning methods for solving Inverse Problems.

For more information visit the course website.

Basic texts

• Goodfellow and Yoshua Bengio and Aaron Courville. Deep Learning. MIT Press, 2016. https://www.deeplearningbook.org/

• Standford Deep Learning course: https://cs230.stanford.edu/