Many studies have shown that the performance on deep learning is significantly affected by volume of training data. The MedicalNet project provides a series of 3D-ResNet pre-trained models and relative code.
active 2023-08-15 → 2026-06-04 (UTC)
Activity over time
Daily event counts in the loaded window
Line chart, 1025 days from 2023-08-15 to 2026-06-04. Pushes: 1 total, peak 1 in a day. Pull requests: 2 total, peak 2 in a day. Issues: 7 total, peak 1 in a day. Comments: 16 total, peak 2 in a day. Stars: 310 total, peak 4 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 |
|---|---|---|---|---|
| MiloChenCkl | 3 | 0 | 2 | 1 |
| Hogandr | 2 | 0 | 0 | 2 |
| Mohammed20201991 | 2 | 0 | 0 | 1 |
| RenXiaoman | 2 | 0 | 0 | 2 |
| MedIWA | 1 | 0 | 0 | 0 |
| opiyme | 1 | 0 | 0 | 0 |
| skwolvie | 1 | 0 | 0 | 0 |
| asmit203 | 1 | 0 | 0 | 1 |
| Pkaps25 | 1 | 0 | 0 | 1 |
| cshwhale | 1 | 1 | 0 | 0 |
| szh404 | 1 | 0 | 0 | 1 |
| t0tl | 1 | 0 | 0 | 1 |
| neeleshbisht99 | 1 | 0 | 0 | 1 |
| tencent-adm | 1 | 0 | 0 | 1 |
| CCCalcifer | 1 | 0 | 0 | 1 |
| ZhangFfF1 | 1 | 0 | 0 | 0 |
| alyanumair | 1 | 0 | 0 | 1 |
| william2ai | 1 | 0 | 0 | 0 |
| hourieh77 | 1 | 0 | 0 | 1 |
| hassanelkharroubi | 1 | 0 | 0 | 0 |
Recent activity
Latest issues, pull requests and releases
- Issue comment#93Mohammed202019912025-09-26 12:10Reproducing on Collab Notebook
- Issue#93Mohammed202019912025-08-28 08:10Reproducing on Collab Notebook
- Issue comment#79Mohammed202019912025-07-19 15:32Classification code with modification of train.py and datasets/brains18.py
- Issue#91opiyme2025-05-15 04:05Hipertansiyon
- Issue comment#49RenXiaoman2025-05-13 03:13Question about multi-modality medical image.
- Issue comment#37RenXiaoman2025-04-14 02:11Could it be used to classifition task?
- Issue comment#88alyanumair2025-01-25 02:53Outdated version of torch with Python 3.8
- Pull request#90MiloChenCkl2025-01-08 07:36
- Issue comment#90tencent-adm2025-01-08 07:32addComments
- Issue comment#90MiloChenCkl2025-01-08 07:31addComments
- Pull request#90MiloChenCkl2025-01-08 07:30
- Issue#89hassanelkharroubi2024-11-16 12:45runnin without Cuda
- Issue#87william2ai2024-09-15 16:04When will you release the 2D pretrained model for classification?
- Issue comment#82Pkaps252024-09-06 22:38How to get the pretrained model
- Issue comment#37Hogandr2024-07-20 13:55Could it be used to classifition task?
- Issue comment#37neeleshbisht992024-07-20 06:47Could it be used to classifition task?
- Issue comment#79asmit2032024-06-27 01:12Classification code with modification of train.py and datasets/brains18.py
- Issue#85ZhangFfF12024-06-17 02:54pretrian code
- Issue comment#37Hogandr2024-06-14 16:16Could it be used to classifition task?
- Issue#84MedIWA2024-06-11 21:58Concatenation of dense layer of labeled images and input variables from excel table
- Issue comment#79szh4042024-03-12 03:37Classification code with modification of train.py and datasets/brains18.py
- Issue comment#79hourieh772024-01-22 06:28Classification code with modification of train.py and datasets/brains18.py
- Issue comment#24CCCalcifer2023-12-23 15:42Missing key(s) in state_dict error when testing the pretrained models
- Issue comment#24t0tl2023-12-22 15:50Missing key(s) in state_dict error when testing the pretrained models
- Issue#81skwolvie2023-09-21 02:18Query: Can this be used to identify Chronic Kidney Diseases with Ultrasound scans?
Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 310 stars here means stars gained during the window, not the repo's star count.