AI Toolkit for Healthcare Imaging
Python · active 2025-03-04 → 2026-08-07 (UTC)
Activity over time
Daily event counts in the loaded window
Line chart, 522 days from 2025-03-04 to 2026-08-07. Pushes: 115 total, peak 4 in a day. Pull requests: 187 total, peak 14 in a day. Issues: 96 total, peak 4 in a day. Comments: 927 total, peak 22 in a day. Stars: 841 total, peak 58 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 |
|---|---|---|---|---|
| coderabbitai[bot] | 646 | 0 | 0 | 317 |
| ericspod | 367 | 66 | 17 | 158 |
| KumoLiu | 239 | 39 | 27 | 119 |
| dependabot[bot] | 54 | 6 | 44 | 4 |
| greptile-apps[bot] | 50 | 0 | 0 | 27 |
| Borda | 37 | 0 | 5 | 21 |
| aymuos15 | 29 | 0 | 8 | 16 |
| benediktjohannes | 24 | 0 | 5 | 13 |
| Copilot | 22 | 0 | 0 | 7 |
| ytl0623 | 21 | 0 | 6 | 12 |
| garciadias | 19 | 1 | 3 | 7 |
| CPBridge | 19 | 0 | 1 | 10 |
| virginiafdez | 13 | 0 | 2 | 3 |
| SimoneBendazzoli93 | 12 | 0 | 1 | 5 |
| aylward | 12 | 0 | 0 | 12 |
| eclipse0922 | 9 | 0 | 3 | 5 |
| ferreirafabio80 | 8 | 0 | 0 | 6 |
| dzenanz | 8 | 0 | 0 | 5 |
| h3rrr | 8 | 0 | 1 | 6 |
| mingxin-zheng | 7 | 0 | 0 | 3 |
Recent activity
Latest issues, pull requests and releases
- Pull request#8994VenkateswarluNagineni2026-07-15 22:33
- Pull request#8966dependabot[bot]2026-07-02 05:19
- Issue#8237ericspod2026-07-01 23:39--c Flag for Continuing Training Not Implemented in MONAI nnUNet Runner
- Pull request#8968aymuos152026-07-01 23:39
- Issue comment#8958farhadrgh2026-06-30 00:12[WIP] SwinUNETR + HyenaND: subquadratic alternative to windowed self-attention
- Pull request#8957mustafamm0722026-06-29 01:51
- Issue comment#8944coderabbitai[bot]2026-06-24 03:44Fix nnUNet runner store_true flag command construction (#8941)
- Pull request#8934Shizoqua2026-06-19 20:29
- Issue comment#8926coderabbitai[bot]2026-06-19 00:29fix: guard division by zero in DICOMReader._get_affine for single-slice volumes (Fixes #8925)
- Issue#8914ericspod2026-06-12 02:35AI Contribution Policy For MONAI
- Issue comment#8911AlexanderSanin2026-06-10 09:20fix(MetaTensor): astype with torch dtype now returns MetaTensor preserving metadata
- Issue comment#8643Jessy-Ding2026-06-07 00:49Add Fréchet Radiomics Distance (FRD-Score) to MONAI Metrics
- Pull request#8888Akarsh-Doki2026-05-31 22:48
- Issue comment#8886aymuos152026-05-31 00:47nnUNet Writes Into Current Directory By Default
- Issue comment#1132csudre2026-05-27 12:10Evaluation metrics - Object detection
- Issue comment#8870coderabbitai[bot]2026-05-25 00:19Fix diffusion inferers to support diffusers-style schedulers
- Issue comment#8867coderabbitai[bot]2026-05-21 23:40Further CICD Cleanup
- Issue comment#8757Rusheel862026-05-21 13:24feat(losses/metrics): implement ignore_index support across dice and …
- Pull request#8859AlexanderSanin2026-05-18 22:23
- Issue comment#8719shubham-619692026-05-17 00:344609: Add AUC-Margin Loss for AUROC optimization
- Issue comment#8850coderabbitai[bot]2026-05-12 05:42docs: add missing docstrings, Raises sections, and fix Args in networ…
- Issue comment#8848coderabbitai[bot]2026-05-12 01:14fix: only instantiate CrossAttentionBlock when with_cross_attention=True
- Issue comment#8414ericspod2026-05-11 21:10Propose fix perceptual loss sqrt nan
- Issue comment#8825ericspod2026-05-05 16:59Avoid eager C-order copy in NibabelReader (fixes #8107)
- Issue comment#8839dependabot[bot]2026-05-01 10:47Bump conda-incubator/setup-miniconda from 3 to 4
Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 841 stars here means stars gained during the window, not the repo's star count.