Medical data processing and ML workshops

Workshop for medical students interested in data processing and machine learning, for ML students interested in medical data and for anyone with programming or data analysis background interested in ML.

We'll introduce Python basics, tools for processing and visualizing data, dive into ML and DL basics, play with CNNs and GANs.

WIP

Parts

1. Introduction — motivation, data and tools
2. CNNs, organ segmentation, tumours
3. Augmenting data with GANs

WIP Notebooks

• Jupyter notebooks and Google Colaboratory intro
• Cell data and PCA
• Keras and CNNs
• Kidney tumours
• PPG/ECG data playground

My other courses

• Git workshop
• Testing workshop
• BI-SVZ