Machine learning

This workflow trains LC landmark detection models from a dataset of annotated images.

This workflow predict landmark positions on images by using MSET landmark detection models.

This workflow trains MSET landmark detection models from a dataset of annotated images.

PyTorch is an open-source machine learning library for Python, based on Torch, used for applications such as natural language processing.

Collection of several basic standard image segmentation methods focusing on medical imaging. In particular, the key block/applications are (un)supervised image segmentation using superpixels, object centre detection and region growing with a shape prior. Besides the open-source code, there is also a few sample images.