MPHY0041: Machine Learning in Medical Imaging
UCL Module | MPBE | UCL Moodle Page
Term 2 (Spring), Academic Year 2021-22
| Name | Role | |
|---|---|---|
| Andre Altmann | a.altmann@ucl.ac.uk | Module Lead |
| Yipeng Hu | yipeng.hu@ucl.ac.uk | Lecturer |
1. Python
This repository contains coding tutorials and exercises based on Python. While assuming basic experience in Python programming, some learning materials are aummarised in the docs folder.
- A Roadmap to Learning Python and Machine Learning by Yourself.
- Optional: Some basics use of Git is summarised in Work with Git
For technical support with coding environment, please read the Supported development environment for Python.
2. Jupyter notebooks
Jupyter notebooks are archived in the notebooks folder. Get started with the Jupyter notebook.
3. Deep learning tutorials
Deep learning tutorials are in Python scripts, in the tutorials folder. Get started with the deep learning tutorials.
4. Reading list
A collection of books and research papers, relevant to deep learning for medical image analysis, is provided in the Reading List.