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  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 26 6

  2. imes4d imes4d Public

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

    Python 24

  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 21 5

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

    On Uncertainty Estimation in Medical ImageDenoising with Bayesian Deep Image Prior

    Jupyter Notebook 20 5

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

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

    Jupyter Notebook 14 1

  6. uncertainty-midl uncertainty-midl Public

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

    Jupyter Notebook 6