Alternatives and similar repositories for ICAM:

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

• vios-s / disentanglement_tutorial
  This repository summarizes the material gathered for the tutorial on learning disentangled representations in the imaging domain, and ser…
  ☆60Updated 2 years ago
• batmanlab / Context_Aware_SSL
  Official PyTorch implementation for paper Context Matters: Graph-based Self-supervised Representation Learning for Medical Images
  ☆58Updated 2 years ago
• Duplums / yAwareContrastiveLearning
  Official Pytorch Implementation for y-Aware Contrastive Learning
  ☆55Updated last year
• MIC-DKFZ / mood
  Repository for the Medical Out-of-Distribution Analysis Challenge.
  ☆61Updated 6 months ago
• ReubenDo / U-HVED
  Hetero-Modal Variational Encoder-Decoder for Joint Modality Completion and Segmentation
  ☆36Updated last year
• evanmy / sae
  Accepted in MIDL 2020
  ☆32Updated 3 years ago
• icometrix / gmm-augmentation
  ☆19Updated 3 years ago
• mengweiren / longitudinal-representation-learning
  ☆18Updated 2 years ago
• jenspetersen / probabilistic-unet
  A PyTorch implementation of the Probabilistic U-Net, applied to probabilistic glioma growth
  ☆43Updated 5 years ago
• neerakara / test-time-adaptable-neural-networks-for-domain-generalization
  Code for the paper "Test-time adaptable neural networks for robust medical image segmentation"
  ☆46Updated 4 years ago
• voanna / slices-to-3d-brain-vae
  Code accompanying "Modelling the Distribution of 3D Brain MRI using a 2D Slice VAE"
  ☆17Updated 4 years ago
• HealthML / ContIG
  This is the official implementation of the method ContIG, for self-supervised learning from medical imaging with genomics
  ☆51Updated 2 years ago
• biomedia-mira / stochastic_segmentation_networks
  Stochastic Segmentation Networks
  ☆66Updated 4 years ago
• neuropoly / domainadaptation
  Repository for the article "Unsupervised domain adaptation for medical imaging segmentation with self-ensembling".
  ☆43Updated 5 years ago
• dccastro / Morpho-MNIST
  Morpho-MNIST: Quantitative Assessment and Diagnostics for Representation Learning (http://jmlr.org/papers/v20/19-033.html)
  ☆85Updated 3 weeks ago
• ouyangjiahong / longitudinal-neighbourhood-embedding
  Self-supervised Longitudinal Neighbourhood Embedding (LNE), MICCAI2021 & Speicial Issue on Medical Image Analysis
  ☆30Updated last year
• CAMP-eXplain-AI / Style-CheXplain
  GAN-based method to create counterfactual explanations for chest X-rays
  ☆23Updated 2 years ago
• melanibe / failure_detection_benchmark
  Code for the paper "Failure Detection in Medical Image Classification: A Reality Check and Benchmarking Testbed", TMLR 2022, Bernhardt et…
  ☆20Updated 2 years ago
• HiLab-git / UGIR
  Uncertainty-Guided Interactive Refinement for Segmentation
  ☆58Updated 3 years ago
• vios-s / vMFNet
  vMFNet: Compositionality Meets Domain-generalised Segmentation
  ☆15Updated 2 years ago
• jongcye / CollaGAN_MRI
  Application of CollaGAN (Collaborative GAN) for MRI Image Imputation
  ☆25Updated 5 years ago
• csyanbin / 3D-Medical-Generative-Survey
  ☆25Updated 7 months ago
• heyufan1995 / self-domain-adapted-network
  MICCAI2020: self domain adapted network
  ☆17Updated 3 years ago
• jemtan / FPI
  Code for FPI submission to MOOD 2020
  ☆16Updated 3 years ago
• QingyuZhao / BR-Net
  ☆46Updated 4 years ago
• Pulkit-Khandelwal / medical-mldg-seg
  Code for the MICCAI DART 2020 paper
  ☆32Updated 3 years ago
• nkdinsdale / Unlearning_for_MRI_harmonisation
  Code for implementation of Unlearning Scanner Bias for MRI Harmonisation
  ☆27Updated 3 years ago
• gigantenbein / UNet-Zoo
  Different U-Net implementations featuring a vanilla U-Net, probabilistic U-Net and PHiSeg. Each with a reversible variant aswell.
  ☆23Updated 2 years ago
• bsauty / longitudinal-VAEs
  An interpretable progression model for high-dimensional neuroimaging data.
  ☆12Updated last year
• moucheng2017 / Med-Noisy-Labels
  [NeurIPS 2020] Disentangling Human Error from the Ground Truth in Segmentation of Medical Images
  ☆71Updated last year