aml-2023

Code for the Advanced Machine Learning course projects at ETH Zurich.

Task 1: Predict the age of a brain from MRI features

Predict age from brain image data. The data given were around 200 features derived from MRI images.

Task 2: Heart rhythm classification from raw ECG signals

Multi-class classification task of time series data, in the form of ECG signals.

Task 3: Mitral valve segmentation

Image segmentation task from the video of mitral valves.