Alternatives and similar repositories for MedUncertainty

Users that are interested in MedUncertainty are comparing it to the libraries listed below

• stefanknegt / Probabilistic-Unet-Pytorch
  A Probabilistic U-Net for segmentation of ambiguous images implemented in PyTorch
  ☆284Updated 6 years ago
• baumgach / PHiSeg-code
  Tensorflow Code for "PHiSeg: Capturing Uncertainty in Medical Image Segmentation", Proc. MICCAI 2019
  ☆128Updated 2 years ago
• carrenD / Medical-Cross-Modality-Domain-Adaptation
  [IJCAI'18] Unsupervised Cross-Modality Domain Adaptation of ConvNets for Biomedical Image Segmentations with Adversarial Loss (code&data)
  ☆295Updated 5 years ago
• krishnabits001 / domain_specific_cl
  Code for NeurIPS 2020 article "Contrastive learning of global and local features for medical image segmentation with limited annotations"
  ☆182Updated 3 years ago
• josedolz / HyperDenseNet
  This repository contains the code of HyperDenseNet, a hyper-densely connected CNN to segment medical images in multi-modal image scenario…
  ☆152Updated 5 years ago
• HealthML / self-supervised-3d-tasks
  ☆192Updated 3 years ago
• xamyzhao / brainstorm
  Implementation of "Data augmentation using learned transforms for one-shot medical image segmentation"
  ☆396Updated 4 years ago
• JunMa11 / SegWithDistMap
  How Distance Transform Maps Boost Segmentation CNNs: An Empirical Study
  ☆391Updated 4 years ago
• SimonKohl / probabilistic_unet
  A U-Net combined with a variational auto-encoder that is able to learn conditional distributions over semantic segmentations.
  ☆555Updated 2 years ago
• pykao / Modified-3D-UNet-Pytorch
  This repository implements pytorch version of the modifed 3D U-Net from Fabian Isensee et al. participating in BraTS2017
  ☆218Updated 6 years ago
• MECLabTUDA / M3d-Cam
  ☆324Updated 2 years ago
• MIC-DKFZ / basic_unet_example
  An example project of how to use a U-Net for segmentation on medical images with PyTorch.
  ☆144Updated 11 months ago
• cchen-cc / SIFA
  [TMI'20, AAAI'19] Synergistic Image and Feature Adaptation
  ☆265Updated 4 years ago
• HiLab-git / SimpleCRF
  matlab and python wrap of crf and dense crf, both 2d and 3d are supported
  ☆169Updated 2 years ago
• M3DV / ACSConv
  [IEEE JBHI'21] Reinventing 2D Convolutions for 3D Images - 1 line of code to convert pretrained 2D models to 3D!
  ☆167Updated last year
• tanyanair / segmentation_uncertainty
  ☆84Updated 6 years ago
• twni2016 / OrganSegRSTN_PyTorch
  PyTorch implementation of OrganSegRSTN - CVPR 2018
  ☆108Updated 3 years ago
• assassint2017 / abdominal-multi-organ-segmentation
  abdominal multi-organ segmentation using pytorch
  ☆132Updated 6 years ago
• HiLab-git / COPLE-Net
  COVID-19 Pneumonia Lesion segmentation network
  ☆88Updated 3 years ago
• JunMa11 / COVID-19-CT-Seg-Benchmark
  A Benchmark for Lung and Infection Segmentation in COVID-19 CT scans
  ☆144Updated 3 years ago
• China-LiuXiaopeng / BraTS-DMFNet
  ☆185Updated 5 years ago
• josedolz / HyperDenseNet_pytorch
  Pytorch version of the HyperDenseNet deep neural network for multi-modal image segmentation
  ☆80Updated 5 years ago
• zyl200846 / 3D-UNet-PyTorch-Implementation
  The implementation of 3D-UNet using PyTorch
  ☆101Updated 4 months ago
• carrenD / ummkd
  [TMI'20] Unpaired Multi-modal Segmentation via Knowledge Distillation
  ☆111Updated 2 years ago
• LIVIAETS / miccai_weakly_supervised_tutorial
  Code for tutorial at MICCAI 2022
  ☆94Updated last year
• perslev / MultiPlanarUNet
  Multi-Planar UNet for autonomous segmentation of 3D medical images
  ☆191Updated last year
• sacmehta / YNet
  Y-Net: Joint Segmentation and Classification for Diagnosis of Breast Biopsy Images
  ☆142Updated 4 years ago
• jcreinhold / intensity-normalization
  normalize the intensities of various MR image modalities
  ☆326Updated 5 months ago
• marc-gorriz / CEAL-Medical-Image-Segmentation
  Active Deep Learning for Medical Imaging Segmentation
  ☆279Updated 2 years ago
• juntang-zhuang / LadderNet
  ☆146Updated 5 years ago