MPHY0041: Machine Learning in Medical Imaging

UCL Module | MPBE | UCL Moodle Page

Term 2 (Spring), Academic Year 2021-22

Name	Email	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.