[nature biomedical engineering 2025] Official code for paper: A generalist foundation model and database for open-world medical image segmentation (MedSegX)
active 2025-09-07 → 2026-04-01 (UTC)
Activity over time
Daily event counts in the loaded window
Line chart, 207 days from 2025-09-07 to 2026-04-01. Pushes: 7 total, peak 4 in a day. Pull requests: 0 total, peak 0 in a day. Issues: 12 total, peak 3 in a day. Comments: 5 total, peak 4 in a day. Stars: 40 total, peak 6 in a day.
- Pushes
- Pull requests
- Issues
- Comments
- Stars
Stars, PRs, issues and forks are under-captured in the later part of this window. GH Archive progressively stopped capturing non-push events during 2026 — −95% or worse by the end of the window. Every series here except Pushes fades for that reason, so a decline above reflects the archive, not this repository. Pushes stay reliable throughout, so read them, and the contributor counts derived from them, as the real signal. Data health has the measurements.
Top contributors
Pushes, PRs, issues, reviews and comments — stars and forks excluded, so this is contribution rather than popularity
| Contributor | Contributions | Pushes | PRs | Comments |
|---|---|---|---|---|
| MedSegX | 14 | 7 | 0 | 4 |
| langdizhong | 2 | 0 | 0 | 0 |
| vivisl | 1 | 0 | 0 | 0 |
| zs-cell | 1 | 0 | 0 | 0 |
| So-cean | 1 | 0 | 0 | 0 |
| sovanlal | 1 | 0 | 0 | 0 |
| lihuiliullh | 1 | 0 | 0 | 0 |
| karllandheer | 1 | 0 | 0 | 1 |
| Cuikailong | 1 | 0 | 0 | 0 |
| YueSun814 | 1 | 0 | 0 | 0 |
Recent activity
Latest issues, pull requests and releases
- Issue#15vivisl2025-12-18 06:59EOFError: Ran out of input
- Issue#14YueSun8142025-12-09 20:02How to Use MedSegX for Brain Tissue Segmentation (MRI/CT)?
- Issue#12langdizhong2025-11-11 08:24Please check image_encoder.py
- Issue#10lihuiliullh2025-10-23 04:17No such file or directory: './playground/MedSegDB/train'
- Issue#9sovanlal2025-10-03 17:333D CT images
- Issue#6MedSegX2025-10-02 21:48Issues for deployment/evaluation: Weight dimension mismatch between checkpoint and model definitions during evaluation
- Issue comment#5MedSegX2025-10-02 21:45pth文件的权重参数和默认参数不匹配
- Issue#5MedSegX2025-10-02 21:45pth文件的权重参数和默认参数不匹配
- Issue comment#3MedSegX2025-10-02 21:39Inference not running
- Issue comment#3MedSegX2025-10-02 21:36Inference not running
- Issue comment#2MedSegX2025-10-02 21:13Need more detailed guidance
- Issue#2MedSegX2025-10-02 21:13Need more detailed guidance
- Issue#8Cuikailong2025-09-24 09:02下载的示例2D数据可以正常预测，但是3D数据不能正常处理
- Issue#5langdizhong2025-09-15 11:44pth文件的权重参数和默认参数不匹配
- Issue#4zs-cell2025-09-15 06:06需要有关微调和数据集准备的更多详细指导
- Issue comment#3karllandheer2025-09-12 12:24Inference not running
- Issue#2So-cean2025-09-10 06:33Need more detailed guidance
Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 40 stars here means stars gained during the window, not the repo's star count.