MrGiovanni / TouchstoneLinks
[NeurIPS 2024] Touchstone - Benchmarking AI on 5,172 o.o.d. CT volumes and 9 anatomical structures
☆126Updated last week
Alternatives and similar repositories for Touchstone
Users that are interested in Touchstone are comparing it to the libraries listed below
Sorting:
- The official repository to build SAT-DS, a medical data collection of over 72 public segmentation datasets, contains over 22K 3D images, …☆120Updated 3 weeks ago
- [ICCV 2025] AbdomenAtlas 3.0 (9,262 CT volumes + medical reports). These “superhuman” reports are more accurate, detailed, standardized, …☆136Updated last month
- [NeurIPS 2025] PanTS: The Pancreatic Tumor Segmentation Dataset☆43Updated this week
- [CVPR 2024 Extension] 160K volumes (42M slices) datasets, various pre-training recipes, 50+ downstream tasks implementation☆188Updated 6 months ago
- [MICCAI2024] Rethinking Abdominal Organ Segmentation (RAOS) in the clinical scenario: A robustness evaluation benchmark with challenging …☆48Updated last year
- LesionLocator is a framework for zero-shot lesion segmentation and longitudinal tumor tracking in 3D full-body imaging.☆67Updated last month
- ☆74Updated last year
- [npj Digital Medicine] The official repository for "Large-Vocabulary Segmentation for Medical Images with Text Prompts"☆231Updated 3 weeks ago
- Merlin is a 3D VLM for computed tomography that leverages both structured electronic health records (EHR) and unstructured radiology repo…☆136Updated 4 months ago
- MICCAI 2024/2025: nnUNet incorporating additional baselines as SAMed️, Mamba Variants, and MedNeXT to establish a benchmark for segmentat…☆105Updated last month
- MICCAI 2023 Paper (Early Acceptance)☆188Updated last year
- ☆69Updated last year
- [NeurIPS 2023] AbdomenAtlas 1.0 (5,195 CT volumes + 9 annotated classes)☆285Updated last month
- CT-FM: A 3D Image-Based Foundation Model for Computed Tomography☆49Updated 7 months ago
- ☆48Updated last year
- ☆46Updated 8 months ago
- One-line code to get SoTA pre-trained Medical Image Models ready in PyTorch.☆42Updated 5 months ago
- ☆87Updated 2 weeks ago
- [MICCAI 2022] The official repository of Light-weight spatio-temporal graphs for segmentation and ejection fraction prediction in cardiac…☆36Updated last year
- Holistic Adaptation of SAM from 2D to 3D for Promptable Medical Image Segmentation☆191Updated last year
- Evaluating DINOv2 for Radiology☆61Updated 3 months ago
- Official implementation of MedCLIP-SAM (MICCAI 2024)☆113Updated 2 months ago
- Implemention of the Paper "MultiTalent: A Multi-Dataset Approach to Medical Image Segmentation"☆60Updated last month
- PyTorch implementation for MA-SAM☆164Updated last month
- Code for ISBI 2023 paper "Self Pre-training with Masked Autoencoders for Medical Image Classification and Segmentation"☆148Updated last year
- Developing Generalist Foundation Models from a Multimodal Dataset for 3D Computed Tomography☆82Updated 11 months ago
- AMOS: A Large-Scale Abdominal Multi-Organ Benchmark for Versatile Medical Image Segmentation☆28Updated 2 years ago
- ☆150Updated this week
- ☆31Updated 3 weeks ago
- Fine-grained Vision-language Pre-training for Enhanced CT Image Understanding (ICLR 2025)☆98Updated 5 months ago