hula-ai / skin_lesion_uncertainty_estimationLinks
Code and models for our paper "Risk-Aware Machine Learning Classifier for Skin Lesion Diagnosis"
☆10Updated last year
Alternatives and similar repositories for skin_lesion_uncertainty_estimation
Users that are interested in skin_lesion_uncertainty_estimation are comparing it to the libraries listed below
Sorting:
- Repository for the Medical Out-of-Distribution Analysis Challenge.☆64Updated last year
- Official Pytorch implementation of the paper DeScarGAN☆31Updated 5 years ago
- A PyTorch implementation of the Probabilistic U-Net, applied to probabilistic glioma growth☆43Updated 6 years ago
- Estimating uncertainty of neural networks for automated screening of Diabetic Retinopathy using the PyTorch framework. Generated visual e…☆21Updated 5 years ago
- Repository for the code related to the NIH marmoset longitudinal segmentation project.☆17Updated 4 years ago
- [MICCAI2019 & TMI2020] Overfitting under Class Imbalance: Anaylsis and Improvements for Medical Image Segmentation.☆22Updated 2 years ago
- Assessing Reliability and Challenges of Uncertainty Estimations for Medical Image Segmentation☆56Updated 2 years ago
- Uncertainty-Guided Interactive Refinement for Segmentation☆58Updated 4 years ago
- Code for our MIDL2020 submission "Well-Calibrated Regression Uncertainty in Medical Imaging with Deep Learning".☆31Updated 4 years ago
- Multi-label, multi-class classification of chest X-ray images using PyTorch☆24Updated 6 years ago
- Semi-supervised variational autoencoder for survival prediction☆14Updated last year
- Official Pytorch implementation of model in "Tensor Networks for Medical Image Classification", Raghavendra Selvan & Erik Dam, MIDL 2020☆27Updated 3 years ago
- ☆36Updated 2 years ago
- Capsule Networks and Convolutional Neural Networks for the Automated Segmentation of Left Atrium in Cardiac MRI☆22Updated 5 years ago
- [AAAI'19] Synergistic Image and Feature Adaptation: Towards Cross-Modality Domain Adaptation for Medical Image Segmentation☆13Updated 5 years ago
- Hetero-Modal Variational Encoder-Decoder for Joint Modality Completion and Segmentation☆36Updated 2 years ago
- Code for Paper: Multi Scale Curriculum CNN for Context-Aware Breast MRI Malignancy Classification☆46Updated 5 years ago
- demo of a vae model for pancreas segmentation.☆28Updated 5 years ago
- semi-supervised and task driven data augmentation code to improve segmentation performance☆57Updated 2 years ago
- Measuring uncertainty in Deep Learning for Medical Imaging using Monte Carlo Dropout☆13Updated 7 years ago
- Unsupervised medical image segmentation using edge mapping and adversarial learning☆20Updated 5 years ago
- [IEEE JBHI'20] Contrastive Cross-site Learning with Redesigned Net for COVID-19 CT Classification☆54Updated 4 years ago
- ☆27Updated 5 years ago
- Official Keras & PyTorch Implementation and Pre-trained Models for TransVW☆63Updated 4 years ago
- Pytorch Implementations of Common modules, blocks and losses for CNNs specifically for segmentation models☆33Updated 4 years ago
- [NeurIPS 2020] Disentangling Human Error from the Ground Truth in Segmentation of Medical Images☆74Updated 2 years ago
- Tensorflow Code for "PHiSeg: Capturing Uncertainty in Medical Image Segmentation", Proc. MICCAI 2019☆128Updated 2 years ago
- Material of the MICCAI 2020 tutorial on weakly supervised learning for semantic segmentation. The updated tutorial (2021 and onwards) is …☆17Updated 5 years ago
- Code for Dual-Consistency Semi-Supervised Learningwith Uncertainty Quantification for COVID-19Lesion Segmentation from CT Images☆28Updated 4 years ago
- Repository for the article "Unsupervised domain adaptation for medical imaging segmentation with self-ensembling".☆43Updated 6 years ago