Miguel Monteiro

VNet-Tensorflow. Tensorflow implementation of the V-Net architecture for medical imaging segmentation.

permutohedral_lattice. Permutohedral Lattice C++/CUDA implementation + TensorFlow Op (CPU/GPU)

CRFasRNNLayer. Conditional Random Fields as Recurrent Neural Networks (Tensorflow)

ISLES2017. Python

PHiSeg-code. Tensorflow Code for "PHiSeg: Capturing Uncertainty in Medical Image Segmentation", Proc. MICCAI 2019

stochastic_segmentation_networks_demo. Stochastic Segmentation Networks Demo

deep_latent_generative_models. A Tutorial on deep latent variable generative models

MLPipeline. Standard pipelines for machine learning tabular data

deepmedic. Efficient Multi-Scale 3D Convolutional Neural Network for Brain Lesion Segmentation

Probabilistic-Unet-Pytorch. A Probabilistic U-Net for segmentation of ambiguous images implemented in PyTorch