baumgach / PHiSeg-code
Tensorflow Code for "PHiSeg: Capturing Uncertainty in Medical Image Segmentation", Proc. MICCAI 2019
☆126Updated 2 years ago
Alternatives and similar repositories for PHiSeg-code:
Users that are interested in PHiSeg-code are comparing it to the libraries listed below
- COVID-19 Pneumonia Lesion segmentation network☆88Updated 3 years ago
- [NeurIPS 2020] Disentangling Human Error from the Ground Truth in Segmentation of Medical Images☆73Updated last year
- Code for tutorial at MICCAI 2022☆93Updated last year
- Assessing Reliability and Challenges of Uncertainty Estimations for Medical Image Segmentation☆53Updated last year
- A PyTorch implementation of the Probabilistic U-Net, applied to probabilistic glioma growth☆43Updated 5 years ago
- Repository for the article "Unsupervised domain adaptation for medical imaging segmentation with self-ensembling".☆43Updated 6 years ago
- This repository holds the code framework used in the paper Reg R-CNN: Lesion Detection and Grading under Noisy Labels. It is a fork of MI…☆51Updated 2 years ago
- PyTorch implementation of 'Squeeze and Excite' Guided Few Shot Segmentation of Volumetric Scans☆110Updated 5 years ago
- SynSeg-Net: Synthetic Segmentation Without Target Modality Ground Truth☆68Updated 6 years ago
- [TMI'20] Unpaired Multi-modal Segmentation via Knowledge Distillation☆110Updated 2 years ago
- Y-Net: Joint Segmentation and Classification for Diagnosis of Breast Biopsy Images☆142Updated 4 years ago
- PIPO-FAN for multi organ segmentation over partial labeled datasets using pytorch☆62Updated 4 years ago
- [MICCAI'20] Shape-aware Meta-learning for Generalizing Prostate MRI Segmentation to Unseen Domains & A Well-organized Multi-site Dataset☆126Updated 4 years ago
- The Pytorch implementation of the 3D Anisotropic Hybrid Network described in the paper "3D Anisotropic Hybrid Network: Transferring Convo…☆53Updated 6 years ago
- ☆59Updated 5 years ago
- A tool to do quick and dirty inspection of multichannel 3D data. I use it mainly to visualize batches for deep learning.☆51Updated 2 months ago
- matlab and python wrap of crf and dense crf, both 2d and 3d are supported☆169Updated 2 years ago
- Pytorch version of the HyperDenseNet deep neural network for multi-modal image segmentation☆79Updated 5 years ago
- [TMI'20] Multi-Site Network for Improving Prostate Segmentation with Heterogeneous MRI Data☆64Updated 4 years ago
- SDNet Keras implementation☆44Updated 4 years ago
- Elastic Boundary Projection for 3D Medical Image Segmentation - CVPR 2019☆65Updated 5 years ago
- ☆76Updated last year
- semi-supervised and task driven data augmentation code to improve segmentation performance☆57Updated last year
- PyTorch implementation of OrganSegRSTN - CVPR 2018☆108Updated 3 years ago
- Deep Attentive Features for Prostate Segmentation in 3D Transrectal Ultrasound☆74Updated 4 years ago
- Pytorch Implementations of Common modules, blocks and losses for CNNs specifically for segmentation models☆33Updated 4 years ago
- Code for NeurIPS 2020 article "Contrastive learning of global and local features for medical image segmentation with limited annotations"☆181Updated 3 years ago
- Uncertainty-Guided Interactive Refinement for Segmentation☆58Updated 3 years ago
- Multi-task Attention-based Semi-supervised Learning framework for image segmentation☆42Updated 4 years ago
- Stochastic Segmentation Networks☆66Updated 4 years ago