Tensorflow Code for "PHiSeg: Capturing Uncertainty in Medical Image Segmentation", Proc. MICCAI 2019
☆129Nov 22, 2022Updated 3 years ago
Alternatives and similar repositories for PHiSeg-code
Users that are interested in PHiSeg-code are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A Probabilistic U-Net for segmentation of ambiguous images implemented in PyTorch☆292Jan 16, 2019Updated 7 years ago
- Different U-Net implementations featuring a vanilla U-Net, probabilistic U-Net and PHiSeg. Each with a reversible variant aswell.☆23Dec 8, 2022Updated 3 years ago
- Assessing Reliability and Challenges of Uncertainty Estimations for Medical Image Segmentation☆56Oct 3, 2023Updated 2 years ago
- Uncertainty in Medical Image Analysis☆318Nov 6, 2021Updated 4 years ago
- A PyTorch implementation of the Probabilistic U-Net, applied to probabilistic glioma growth☆43Jul 10, 2019Updated 6 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- A U-Net combined with a variational auto-encoder that is able to learn conditional distributions over semantic segmentations.☆563Mar 24, 2023Updated 3 years ago
- ☆94Jun 17, 2019Updated 6 years ago
- [MICCAI'20] Shape-aware Meta-learning for Generalizing Prostate MRI Segmentation to Unseen Domains & A Well-organized Multi-site Dataset☆133Aug 5, 2020Updated 5 years ago
- [NeurIPS 2020] Disentangling Human Error from the Ground Truth in Segmentation of Medical Images☆74Apr 25, 2023Updated 2 years ago
- Stochastic Segmentation Networks☆67Jun 26, 2020Updated 5 years ago
- The official code repo for the paper "Mixture of Stochastic Experts for Modeling Aleatoric Uncertainty in Segmentation". (ICLR 2023)☆29Jun 27, 2023Updated 2 years ago
- Code release for the paper B. Shirokikh, A. Shevtsov et al. "Universal Loss Reweighting to Balance Lesion Size Inequality in 3D Medical I…☆24Sep 13, 2020Updated 5 years ago
- ☆16Feb 3, 2020Updated 6 years ago
- code for MICCAI 2019 paper 'Uncertainty-aware Self-ensembling Model for Semi-supervised 3D Left Atrium Segmentation'.☆533Nov 13, 2020Updated 5 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- sourcecode of multi-planar prostate segmentation (ISBI publication in 2018)☆17Oct 8, 2019Updated 6 years ago
- Multi-Planar UNet for autonomous segmentation of 3D medical images☆196Sep 2, 2023Updated 2 years ago
- Uncertainty-Guided Interactive Refinement for Segmentation☆57May 21, 2021Updated 4 years ago
- MICCAI2019:3D U$^2$-Net: A 3D Universal U-Net for Multi-Domain Medical Image Segmentation☆239Oct 18, 2023Updated 2 years ago
- A python wrapper for Krähenbühls dense CRF for medical image volumes.☆91May 9, 2018Updated 7 years ago
- A U-Net combined with a variational auto-encoder that is able to learn conditional distributions over semantic segmentations.☆23Dec 17, 2018Updated 7 years ago
- ☆84Oct 17, 2018Updated 7 years ago
- Uncertainty quantification using Bayesian neural networks in classification (MIDL 2018, CSDA)☆136Jul 30, 2019Updated 6 years ago
- semi-supervised and task driven data augmentation code to improve segmentation performance☆57Jul 6, 2023Updated 2 years ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Semi-supervised Segmentation of Tumors from Breast Ultrasound Images with Attentional Generative Adversarial Network☆26Mar 30, 2023Updated 3 years ago
- An example project of how to use a U-Net for segmentation on medical images with PyTorch.☆152Jul 25, 2024Updated last year
- [TMI'20] Unpaired Multi-modal Segmentation via Knowledge Distillation☆116Mar 24, 2023Updated 3 years ago
- [MICCAI'21 & MICCAI'20] A Codebase for Universal Lesion Detection (DeepLesion SOTA)☆49Nov 25, 2021Updated 4 years ago
- Elastic Boundary Projection for 3D Medical Image Segmentation - CVPR 2019☆65May 3, 2019Updated 6 years ago
- Pre-processing and post-processing for biomedical image analysis☆18Dec 11, 2024Updated last year
- Medical Matting☆28Feb 21, 2023Updated 3 years ago
- Official code for "Boundary loss for highly unbalanced segmentation", runner-up for best paper award at MIDL 2019. Extended version in Me…☆723Mar 19, 2024Updated 2 years ago
- Code for the paper 'Generative Adversarial Network based Synthesis for Supervised Medical Image Segmentation'☆17Jan 9, 2018Updated 8 years ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- The official repository of the 2019 Kidney and Kidney Tumor Segmentation Challenge☆463Mar 16, 2026Updated 3 weeks ago
- A framework for data augmentation for 2D and 3D image classification and segmentation☆1,171Mar 25, 2025Updated last year
- Constrained Domain Adaptation for Segmentation☆29May 15, 2022Updated 3 years ago
- A fast tool to do image augmentation on GPU(especially elastic_deform), can be helpful to research on Medical Image.☆140Nov 22, 2022Updated 3 years ago
- INFORMATION FOR THE LIVER TUMOR SEGMENTATION CHALLENGE☆77Mar 17, 2017Updated 9 years ago
- ☆29Mar 20, 2026Updated 2 weeks ago
- ☆24Jun 15, 2021Updated 4 years ago