Popular repositories Loading

1. well-calibrated-regression-uncertainty well-calibrated-regression-uncertainty Public

   Code for our MIDL2020 submission "Well-Calibrated Regression Uncertainty in Medical Imaging with Deep Learning".

   Jupyter Notebook 31 7

2. imes4d imes4d Public

   Python modules for 4D image processing of optical coherence tomographies.

   Python 24 1

3. bayesian-temperature-scaling bayesian-temperature-scaling Public

   Code for "Well-calibrated Model Uncertainty with Temperature Scaling for Dropout Variational Inference" (NeurIPS Bayesian Deep Learning Workshop)

   Jupyter Notebook 24 5

4. uncertainty-deep-image-prior uncertainty-deep-image-prior Public

   On Uncertainty Estimation in Medical ImageDenoising with Bayesian Deep Image Prior

   Jupyter Notebook 21 6

5. census-transform-pytorch census-transform-pytorch Public

   Implementation of the non-parametric census transform as PyTorch layer.

   Jupyter Notebook 15 1

6. uncertainty-midl uncertainty-midl Public

   Code for uncertainty estimation in computer-aided diagnosis for MIDL 2019 submission.

   Jupyter Notebook 6