Course content
- Introduction
- Crash Course: NumPy
- Machine Learning Concepts Overview
- PyTorch Basics
- CNN – Convolutional Neural Networks
- Medical Imaging – A short Introduction
- Data Formats in Medical Imaging
- Pneumonia-Classification
- Cardiac-Detection
- Atrium-Segmentation
- Capstone-Project: Lung Tumor Segmentation
- 3D Liver and Liver Tumor Segmentation
- BONUS SECTION: THANK YOU!