3D Brain Segmentation Pipeline (2016-Present)

Blogpost: Catalyst.Neuro: A 3D Brain Segmentation Pipeline for MRI

Brain Tissue/Atlas (50/104 classes) Segmentation with PyTorch

• Fedorov, Alex, et al. “Almost instant brain atlas segmentation for large-scale studies.” arXiv preprint arXiv:1711.00457 (2017). at BigNeuro Workshop NIPS 2017, Poster.

Brain Tissue Segmentation with Torch Lua

• Fedorov, Alex, et al. “End-to-end learning of brain tissue segmentation from imperfect labeling.” 2017 International Joint Conference on Neural Networks (IJCNN). IEEE, 2017 (Oral)