Pan-Tumor Radiology Foundation Model Utilizing Synthetic Training Data for Advanced Oncological Insights
Python · active 2025-01-28 → 2026-03-27 (UTC)
Activity over time
Daily event counts in the loaded window
Line chart, 424 days from 2025-01-28 to 2026-03-27. Pushes: 29 total, peak 6 in a day. Pull requests: 1 total, peak 1 in a day. Issues: 9 total, peak 2 in a day. Comments: 10 total, peak 2 in a day. Stars: 57 total, peak 10 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 |
|---|---|---|---|---|
| LWHYC | 37 | 29 | 0 | 6 |
| Kingofolk | 3 | 0 | 0 | 0 |
| surajpaib | 2 | 0 | 0 | 1 |
| sarvanichinthapalli | 2 | 0 | 0 | 2 |
| ALEX13679173326 | 1 | 0 | 0 | 0 |
| yangboyan2026 | 1 | 0 | 1 | 0 |
| lorinczszabolcs | 1 | 0 | 0 | 1 |
| JixiangChen-Jimmy | 1 | 0 | 0 | 0 |
| ChunTungZhuangLeo | 1 | 0 | 0 | 0 |
Recent activity
Latest issues, pull requests and releases
- Issue#8LWHYC2026-03-27 02:35PASTA Fine-tuning for Esophageal Cancer Segmentation: Large Discrepancy between Pseudo/EMA Dice + Abnormal Predictions
- Issue comment#8LWHYC2026-03-27 02:15PASTA Fine-tuning for Esophageal Cancer Segmentation: Large Discrepancy between Pseudo/EMA Dice + Abnormal Predictions
- Issue comment#11LWHYC2026-03-27 01:30When finetuning from pretrained weights, use PASTATrainer or PASTATrainer_ft?
- Issue comment#11sarvanichinthapalli2026-03-12 05:34When finetuning from pretrained weights, use PASTATrainer or PASTATrainer_ft?
- Issue#11Kingofolk2026-02-05 02:07When finetuning from pretrained weights, use PASTATrainer or PASTATrainer_ft?
- Issue#10Kingofolk2026-02-02 16:02Inference problem--TotalLesionTrainer_ft not found, and mismatch between weights from checkpoint and nnUNet
- Issue#9Kingofolk2026-02-02 15:51Regarding inference with provided checkpoints--splits_final.json needed
- Issue comment#2LWHYC2026-01-06 17:44About testing and prediction
- Issue comment#2lorinczszabolcs2026-01-05 09:33About testing and prediction
- Pull request#7yangboyan20262026-01-04 09:32
- Issue comment#6LWHYC2025-10-30 00:00Mismatch in keys between default nnunet tainer and pasta_pretrained model
- Issue comment#6sarvanichinthapalli2025-10-27 06:48Mismatch in keys between default nnunet tainer and pasta_pretrained model
- Issue#3LWHYC2025-06-21 09:11Model inference pipeline
- Issue comment#5LWHYC2025-05-26 14:23Normal data
- Issue#4JixiangChen-Jimmy2025-05-05 16:33Dataprocessing pipeline in nnUNet
- Issue comment#3surajpaib2025-03-05 22:24Model inference pipeline
- Issue comment#3LWHYC2025-03-05 12:33Model inference pipeline
- Issue#3surajpaib2025-03-03 19:42Model inference pipeline
- Issue#2ChunTungZhuangLeo2025-02-21 20:00About testing and prediction
- Issue#1ALEX136791733262025-02-13 12:20Nice Work !!
Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 57 stars here means stars gained during the window, not the repo's star count.