A package to compute medical segmentation metrics.
☆188Jul 16, 2024Updated last year
Alternatives and similar repositories for segmentation_metrics
Users that are interested in segmentation_metrics are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- NexToU: Efficient Topology-Aware U-Net for Medical Image Segmentation☆81Nov 19, 2025Updated 6 months ago
- a metric library for Medical Image Segmentation EVALuation☆121Oct 10, 2024Updated last year
- Transparent and reproducible medical image processing pipelines in Python.☆59Apr 30, 2026Updated 2 weeks ago
- [NeurIPS 2024] Touchstone - Benchmarking AI on 5,172 o.o.d. CT volumes and 9 anatomical structures☆137Nov 24, 2025Updated 5 months ago
- Source code for the paper "Shape-Aware Complementary-Task Learning for Multi-Organ Segmentation" as described in https://arxiv.org/abs/19…☆32Mar 24, 2023Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- SOTA medical image segmentation methods based on various challenges☆1,673Dec 12, 2023Updated 2 years ago
- ☆8,417Updated this week
- MOOSE (Multi-organ objective segmentation) a data-centric AI solution that generates multilabel organ segmentations to facilitate systemi…☆325May 12, 2026Updated last week
- Softmax for Arbitrary Label Trees (SALT) is a framework for training segmentation networks using conditional probabilities to model hiera…☆80Jan 26, 2026Updated 3 months ago
- ☆27Oct 30, 2023Updated 2 years ago
- ☆15Nov 17, 2023Updated 2 years ago
- Python package for DICOM-SEG medical segmentation file reading and writing☆85Aug 23, 2023Updated 2 years ago
- ☆34Jan 31, 2024Updated 2 years ago
- Library to compute surface distance based performance metrics for segmentation tasks.☆597Feb 19, 2025Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- A framework for data augmentation for 2D and 3D image classification and segmentation☆1,174May 12, 2026Updated last week
- Segment Anything in Medical Images☆4,267May 7, 2025Updated last year
- Research Paper - Automated Labelling of Coronary Vessels via Neural Network☆10Oct 12, 2020Updated 5 years ago
- tracking medical datasets, with a focus on medical imaging☆924Mar 28, 2025Updated last year
- [ICLR 2024 oral; top 1.2%] Supervised Pre-Trained 3D Models for Medical Image Analysis (9,262 CT volumes + 25 annotated classes)☆416Jan 13, 2026Updated 4 months ago
- Custom Loss Functions in Keras☆28Feb 7, 2021Updated 5 years ago
- A package to simplify common tasks one might perform when interacting with The Cancer Imaging Archive (TCIA) via Python.☆28May 11, 2026Updated last week
- Tool for robust segmentation of >100 important anatomical structures in CT and MR images☆2,699Updated this week
- [MedIA2022]WORD: A large scale dataset, benchmark and clinical applicable study for abdominal organ segmentation from CT image☆180Sep 4, 2024Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆17Feb 28, 2026Updated 2 months ago
- Pytorch implementation of MICCAI-2022 paper, Domain-adaptive 3D Medical Image Synthesis: An Efficient Unsupervised Approach https://arxiv…☆22Jul 5, 2022Updated 3 years ago
- A GUI toolkit for visualizing and performing toxicity modelling using Dose Volume Histogram files☆16Apr 10, 2024Updated 2 years ago
- ☆20Apr 15, 2023Updated 3 years ago
- Medical image processing in Python☆617Sep 3, 2024Updated last year
- Semi Supervised Learning for Medical Image Segmentation, a collection of literature reviews and code implementations.☆2,642Jun 7, 2025Updated 11 months ago
- Solution to MICCAI iSeg-2019☆11Jan 21, 2021Updated 5 years ago
- ☆159Updated this week
- [ICLR 2025] Learning General-purpose Biomedical Volume Representations using Randomized Synthesis☆94May 8, 2026Updated last week
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Weighted Hausdorff Distance Loss: use it as point cloud similarity metric based loss for keras and tf. Useful in keypoint detection.☆23Jun 8, 2019Updated 6 years ago
- [MICCAI 2022 Best Paper Finalist] Bayesian Pseudo Labels: Expectation Maximization for Robust and Efficient Semi Supervised Segmentation☆40May 16, 2025Updated last year
- Annotations for the PI-CAI Challenge: Public Training and Development Dataset☆75Jul 1, 2025Updated 10 months ago
- A program to evaluate the quality of image segmentations.☆329Dec 25, 2021Updated 4 years ago
- A pytorch-based deep learning framework for multi-modal 2D/3D medical image segmentation☆1,909Jul 25, 2024Updated last year
- nnInteractive is a framework for 3D interactive segmentation, supporting intuitive prompts like points, scribbles, bounding boxes, and la…☆396May 11, 2026Updated last week
- ☆11Sep 4, 2022Updated 3 years ago