☆24Mar 31, 2021Updated 5 years ago
Alternatives and similar repositories for probabilistic_segmentation
Users that are interested in probabilistic_segmentation are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 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
- ☆11Feb 10, 2022Updated 4 years ago
- ☆11Nov 25, 2025Updated 10 months ago
- Official implementation of Instance-wise and Center-of-Instance (ICI) segmentation loss☆12Oct 6, 2023Updated 3 years ago
- Uncertainty-Guided Interactive Refinement for Segmentation☆57May 21, 2021Updated 5 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Official repository for the paper "Fast Predictive Uncertainty for Classification with Bayesian Deep Networks". Accepted at UAI 2022. htt…☆13May 25, 2022Updated 4 years ago
- Adaptive-binning for evaluation of confidence calibration☆12Jul 28, 2019Updated 7 years ago
- ☆15Dec 12, 2020Updated 5 years ago
- [IEEE TMI'22] DLTTA: Dynamic Learning Rate for Test-time Adaptation on Cross-domain Medical Images☆19Apr 11, 2023Updated 3 years ago
- A PyTorch implementation of the Probabilistic U-Net, applied to probabilistic glioma growth☆42Jul 10, 2019Updated 7 years ago
- ☆13Oct 8, 2021Updated 5 years ago
- This is a joint project between Helmholtz Imaging (located at DKFZ) and Lin Yang and Otmar Schmid (Helmholtz Munich).☆13Nov 6, 2024Updated last year
- AIDE: Annotation-efficient deep learning for automatic medical image segmentation☆56Sep 19, 2021Updated 5 years ago
- A PyTorch implementation of the Exclusive Cross Entropy Loss.☆20Aug 12, 2022Updated 4 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- A Probabilistic U-Net for segmentation of ambiguous images implemented in PyTorch☆297Jan 16, 2019Updated 7 years ago
- ☆29Aug 12, 2021Updated 5 years ago
- The source code for the Layer Ensembles paper published in MICCAI 2022 (Singapore).☆27Jul 20, 2022Updated 4 years ago
- OptTTA☆10Aug 19, 2025Updated last year
- Official code for the paper "Does CLIP's Generalization Performance Mainly Stem from High Train-Test Similarity?" (ICLR 2024)☆11Aug 26, 2024Updated 2 years ago
- This repository contains codes for AortaSeg24 Grand-Challenge.☆21Nov 22, 2024Updated last year
- Weak-Mamba-UNet: Visual Mamba Makes CNN and ViT Work Better for Scribble-based Medical Image Segmentation☆20May 22, 2024Updated 2 years ago
- ☆33Jul 16, 2026Updated 2 months ago
- [MICCAI 2022] MaxStyle: Adversarial Style Composition for Robust Medical Image Segmentation☆37Oct 11, 2022Updated 4 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Code for CVPR 2021 paper. "Learning Calibrated Medical Image Segmentation via Multi-rater Agreement Modeling".☆101Apr 5, 2023Updated 3 years ago
- [MICCAI2019 & TMI2020] Overfitting under Class Imbalance: Anaylsis and Improvements for Medical Image Segmentation.☆21Sep 4, 2023Updated 3 years ago
- myvi is a simple and light mayavi, m(a)y(a)vi.☆42May 5, 2019Updated 7 years ago
- RootPainter3D: Interactive-machine-learning enables rapid and accurate contouring for radiotherapy☆25Jun 5, 2024Updated 2 years ago
- [MICCAI 2024] Embracing Massive Medical Data☆21Jul 5, 2024Updated 2 years ago
- Supplementary material to reproduce "The Unreasonable Effectiveness of Deep Evidential Regression"☆30Nov 28, 2022Updated 3 years ago
- The official code repo for the paper "Mixture of Stochastic Experts for Modeling Aleatoric Uncertainty in Segmentation". (ICLR 2023)☆30Jun 27, 2023Updated 3 years ago
- Automated subdivision of white matter hyperintensities☆11Jan 3, 2022Updated 4 years ago
- Code repository of AI-Endo☆17Jan 16, 2024Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- [CVPRW 2024] Conformal prediction for uncertainty quantification in image segmentation☆28Dec 9, 2024Updated last year
- NexToU: Efficient Topology-Aware U-Net for Medical Image Segmentation☆84Nov 19, 2025Updated 10 months ago
- Manifold-Mixup implementation for fastai V2☆17Oct 1, 2020Updated 6 years ago
- Multimodal Brain Tumor Segmentation Challenge 2018☆52May 6, 2020Updated 6 years ago
- Multi-Modal Learning from Unpaired Images: Application to Multi-Organ Segmentation in CT and MRI.☆27Nov 15, 2018Updated 7 years ago
- Uncertainty quantification using Bayesian neural networks in classification (MIDL 2018, CSDA)☆135Jul 30, 2019Updated 7 years ago
- Medical Matting☆30Feb 21, 2023Updated 3 years ago