zekikus / MedSegBenchLinks
[pip install medsegbench] 35x Standardized Medical Segmentation Datasets from Different Data Modalities
☆20Updated 7 months ago
Alternatives and similar repositories for MedSegBench
Users that are interested in MedSegBench are comparing it to the libraries listed below
Sorting:
- One-line code to get SoTA pre-trained Medical Image Models ready in PyTorch.☆40Updated 3 months ago
- CT-FM: A 3D Image-Based Foundation Model for Computed Tomography☆42Updated 5 months ago
- The medical imaging meta-learning toolbox allows to build models that learn to learn in a setting with diverse tasks. It also provides co…☆41Updated last year
- The MAMA-MIA Dataset: A Multi-Center Breast Cancer DCE-MRI Public Dataset with Expert Segmentations☆67Updated 3 months ago
- Merlin is a 3D VLM for computed tomography that leverages both structured electronic health records (EHR) and unstructured radiology repo…☆113Updated 2 months ago
- This is the repository of Quality Sentinel, a label quality evaluation model for medical image segmentation.☆21Updated 11 months ago
- [ICCV 2025] AbdomenAtlas 3.0 (9,262 CT volumes + medical reports). These “superhuman” reports are more accurate, detailed, standardized, …☆98Updated last week
- LesionLocator is a framework for zero-shot lesion segmentation and longitudinal tumor tracking in 3D full-body imaging.☆56Updated 2 weeks ago
- ☆69Updated last year
- MICCAI 2024/2025: nnUNet incorporating additional baselines as SAMed️, Mamba Variants, and MedNeXT to establish a benchmark for segmentat…☆96Updated last month
- Prostate cancer detection from ultrasound using foundation models and domain knowledge☆12Updated 6 months ago
- Annotations for the PI-CAI Challenge: Public Training and Development Dataset☆61Updated 2 weeks ago
- ☆71Updated last year
- Torch utilities for 3D medical imaging☆47Updated this week
- [NeurIPS 2024] Touchstone - Benchmarking AI on 5,172 o.o.d. CT volumes and 9 anatomical structures☆120Updated 3 weeks ago
- ☆62Updated last week
- ☆16Updated 9 months ago
- [MICCAI2024] Rethinking Abdominal Organ Segmentation (RAOS) in the clinical scenario: A robustness evaluation benchmark with challenging …☆47Updated 11 months ago
- Code for ISBI 2023 paper "Self Pre-training with Masked Autoencoders for Medical Image Classification and Segmentation"☆143Updated last year
- The official repository to build SAT-DS, a medical data collection of over 72 public segmentation datasets, contains over 22K 3D images, …☆107Updated 2 months ago
- Large Medical Image Foundation Model☆16Updated last year
- ☆59Updated 2 weeks ago
- Neural Pre Processing is an end-to-end weakly supervised learning approach for converting raw head MRI images to intensity-normalized, sk…☆27Updated last year
- Large-Scale Multi-Center CT and MRI Segmentation of Pancreas with Deep Learning☆46Updated 4 months ago
- TMSS: An End-to-End Transformer-based Multimodal Network for Segmentation and Survival Prediction☆34Updated 2 years ago
- Implemention of the Paper "MultiTalent: A Multi-Dataset Approach to Medical Image Segmentation"☆59Updated 3 weeks ago
- [MICCAI 2022] The official repository of Light-weight spatio-temporal graphs for segmentation and ejection fraction prediction in cardiac…☆35Updated last year
- [MIDL 2024] Exploring Transfer Learning in Medical Image Segmentation using Vision-Language Models☆59Updated 7 months ago
- ☆10Updated 2 years ago
- ☆46Updated last year