A package to compute medical segmentation metrics.
☆193Jul 16, 2024Updated 2 years ago
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☆84Nov 19, 2025Updated 10 months ago
- a metric library for Medical Image Segmentation EVALuation☆123Oct 10, 2024Updated 2 years ago
- Transparent and reproducible medical image processing pipelines in Python.☆60Sep 3, 2026Updated last month
- 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
- SOTA medical image segmentation methods based on various challenges☆1,678Dec 12, 2023Updated 2 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.
- [NeurIPS 2024] Touchstone - Benchmarking AI on 5,172 o.o.d. CT volumes and 9 anatomical structures☆141Aug 25, 2026Updated last month
- ☆30Oct 30, 2023Updated 2 years ago
- ☆10Jul 14, 2024Updated 2 years ago
- ☆8,949Updated this week
- ☆10Oct 1, 2024Updated 2 years ago
- MOOSE (Multi-organ objective segmentation) a data-centric AI solution that generates multilabel organ segmentations to facilitate systemi…☆348Jul 14, 2026Updated 3 months ago
- ☆17Nov 17, 2023Updated 2 years ago
- Softmax for Arbitrary Label Trees (SALT) is a framework for training segmentation networks using conditional probabilities to model hiera…☆82Aug 3, 2026Updated 2 months ago
- Python package for DICOM-SEG medical segmentation file reading and writing☆84Aug 23, 2023Updated 3 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- ☆34Jan 31, 2024Updated 2 years ago
- Library to compute surface distance based performance metrics for segmentation tasks.☆603Feb 19, 2025Updated last year
- A framework for data augmentation for 2D and 3D image classification and segmentation☆1,175Updated this week
- Segment Anything in Medical Images☆4,414May 7, 2025Updated last year
- Research Paper - Automated Labelling of Coronary Vessels via Neural Network☆10Oct 12, 2020Updated 6 years ago
- tracking medical datasets, with a focus on medical imaging☆930Mar 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)☆433Oct 1, 2026Updated last week
- Custom Loss Functions in Keras☆29Feb 7, 2021Updated 5 years ago
- [MedIA2022]WORD: A large scale dataset, benchmark and clinical applicable study for abdominal organ segmentation from CT image☆184Sep 4, 2024Updated 2 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Tool for robust segmentation of >100 important anatomical structures in CT and MR images☆3,062Oct 6, 2026Updated last week
- Pytorch implementation of MICCAI-2022 paper, Domain-adaptive 3D Medical Image Synthesis: An Efficient Unsupervised Approach https://arxiv…☆22Jul 5, 2022Updated 4 years ago
- Semi Supervised Learning for Medical Image Segmentation, a collection of literature reviews and code implementations.☆2,696Jun 7, 2025Updated last year
- Medical image processing in Python☆623Sep 3, 2024Updated 2 years ago
- python bindings for ROBEX brain extraction☆10Dec 26, 2022Updated 3 years ago
- Extension for 3D Slicer for running MONAI Auto3DSeg models☆125Apr 18, 2026Updated 5 months ago
- Solution to MICCAI iSeg-2019☆11Jan 21, 2021Updated 5 years ago
- Robust Segmentation and Labeling of Vertebrae, Intervertebral Discs, Spinal Cord, and Spinal Canal in MRI Images Using nnU-Net and Iterat…☆124Aug 10, 2026Updated 2 months ago
- ☆225Sep 22, 2025Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Weighted Hausdorff Distance Loss: use it as point cloud similarity metric based loss for keras and tf. Useful in keypoint detection.☆23Jun 8, 2019Updated 7 years ago
- [ICLR 2025] Learning General-purpose Biomedical Volume Representations using Randomized Synthesis☆102Sep 21, 2026Updated 3 weeks ago
- ☆162Sep 7, 2026Updated last month
- [MICCAI 2022 Best Paper Finalist] Bayesian Pseudo Labels: Expectation Maximization for Robust and Efficient Semi Supervised Segmentation☆40May 16, 2025Updated last year
- A program to evaluate the quality of image segmentations.☆332Dec 25, 2021Updated 4 years ago
- Annotations for the PI-CAI Challenge: Public Training and Development Dataset☆80Jul 13, 2026Updated 3 months ago
- ☆21Apr 15, 2023Updated 3 years ago