EuroCC@Greece announces the 7th Course of HPC Training Series with the subject “AI for Life Sciences, vol. 1: Deep Learning for Health and Life Sciences”, taking place online on November 1st, 2024.

Presentation language: Greek

Audience: Suitable for students, researchers and engineers interested in understanding Machine Learning (ML) and in using ML-based classifiers in an AI pipeline that analyses medical images.

This course provides an introduction to AI techniques based on Machine Learning, with application to life sciences. An overview of AI applications in the life sciences is followed by hands-on training in PyTorch. Participants will then explore real-world applications of AI and deep learning in healthcare imaging, particularly breast cancer classification from MRI images. This will be done via a tutorial that employs MONAI and PyRadiomics, two popular, widely-used open source tools specialised in medical imaging. Through practical demonstrations, participants will learn how to prepare, process, and analyse imaging data, with an opportunity for hands-on engagement using a sample dataset.

A prior knowledge of the basics of the Python language is beneficial for some parts of the course.

Register to attend by filling out the form here.