Healthcare
Understand/refresh the key backgrounds of RNN and learn how to apply RNN to healthcare data with PyTorch.
Understand/refresh the key backgrounds of CNN and learn how to apply CNN to healthcare data with PyTorch.
Understand/refresh the key backgrounds of general neural networks and learn how to implement feed-forward neural networks by using PyTorch.
Learn basic usage of PyTorch, a deep learning framework on Python.
Deep Learning for Healthcare, a new lab series for CSE6250.
Crafting adversarial examples and developing robust models toward them, especially for healthcare data.
Machine learning with big data analysis on epilepsy patients data.