Amgad M, Salgado R, Cooper LA. A panoptic segmentation approach for tumor-infiltrating lymphocyte assessment: development of the MuTILs model and PanopTILs dataset. medRxiv 2022.01.08.22268814.
active 2023-11-28 → 2026-02-17 (UTC)
Activity over time
Daily event counts in the loaded window
Line chart, 813 days from 2023-11-28 to 2026-02-17. Pushes: 3 total, peak 1 in a day. Pull requests: 4 total, peak 1 in a day. Issues: 2 total, peak 1 in a day. Comments: 6 total, peak 1 in a day. Stars: 17 total, peak 2 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 |
|---|---|---|---|---|
| szolgyen | 8 | 3 | 4 | 1 |
| cooperlab | 2 | 0 | 0 | 2 |
| Mward94 | 1 | 0 | 0 | 0 |
| yuyu19970716 | 1 | 0 | 0 | 0 |
| jackhanyuan | 1 | 0 | 0 | 1 |
| Elliot-QxZhang | 1 | 0 | 0 | 1 |
| Dadatata-JZ | 1 | 0 | 0 | 1 |
Recent activity
Latest issues, pull requests and releases
- Issue#20yuyu199707162025-09-02 08:37Training process
- Pull request#17szolgyen2025-08-25 16:32
- Issue#18Mward942025-07-07 06:43PanopTILs not captured at 0.25MPP
- Pull request#17szolgyen2025-06-18 18:26
- Pull request#16szolgyen2025-05-28 16:39
- Issue comment#14cooperlab2025-05-06 04:44Parallel Processing of ROI-s
- Issue comment#11szolgyen2025-03-14 21:49Refactored Inference for Parallel Processing
- Pull request#7szolgyen2024-12-04 22:08
- Issue comment#5Elliot-QxZhang2024-09-19 03:40Replicating published results
- Issue comment#5jackhanyuan2024-06-22 08:51Replicating published results
- Issue comment#5Dadatata-JZ2024-01-21 20:43Replicating published results
- Issue comment#5cooperlab2023-11-28 04:00Replicating published results
Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 17 stars here means stars gained during the window, not the repo's star count.