The project was to build and release the first publicly available code evidence dataset called MDACE on a subset of the MIMIC-III clinical records. We believe that the release of MDACE will greatly improve the understanding and application of deep learning technologies for medical coding, and benefit machine learning models for classification.
active 2023-08-28 → 2025-12-02 (UTC)
Activity over time
Daily event counts in the loaded window
Line chart, 828 days from 2023-08-28 to 2025-12-02. Pushes: 0 total, peak 0 in a day. Pull requests: 0 total, peak 0 in a day. Issues: 11 total, peak 3 in a day. Comments: 10 total, peak 2 in a day. Stars: 25 total, peak 1 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 |
|---|---|---|---|---|
| JoakimEdin | 6 | 0 | 0 | 1 |
| ranajafari | 5 | 0 | 0 | 4 |
| yradsmikham | 3 | 0 | 0 | 1 |
| yilil | 2 | 0 | 0 | 1 |
| Sandy4321 | 2 | 0 | 0 | 1 |
| huacheng19 | 1 | 0 | 0 | 1 |
| xuzhang0112 | 1 | 0 | 0 | 0 |
| riklopfer | 1 | 0 | 0 | 1 |
Recent activity
Latest issues, pull requests and releases
- Issue#11yilil2025-12-02 23:39Clarification on EffectiveCAN's Prediction Results on MDACE
- Issue comment#11ranajafari2025-11-06 14:31Clarification on EffectiveCAN's Prediction Results on MDACE
- Issue comment#10ranajafari2025-09-17 19:06What's the inputs of ICD coding model? Single or multiple notes?
- Issue#10xuzhang01122025-09-17 06:45What's the inputs of ICD coding model? Single or multiple notes?
- Issue comment#9yilil2025-09-05 01:15Clarification on Coding Guideline Version Used
- Issue comment#8ranajafari2024-02-01 22:01KL loss specifications
- Issue#8JoakimEdin2024-01-31 13:07KL loss specifications
- Issue comment#7JoakimEdin2024-01-04 11:11Some spans are outside the text
- Issue#7JoakimEdin2024-01-04 11:11Some spans are outside the text
- Issue#7JoakimEdin2024-01-04 11:08Some spans are outside the text
- Issue#5ranajafari2024-01-03 21:58Missing details about training
- Issue comment#6yradsmikham2024-01-03 21:57Error Injecting Text
- Issue#6yradsmikham2024-01-03 21:57Error Injecting Text
- Issue#6yradsmikham2024-01-03 21:34Error Injecting Text
- Issue comment#5ranajafari2024-01-02 21:27Missing details about training
- Issue#5JoakimEdin2023-12-19 08:21Missing details about training
- Issue comment#4huacheng192023-12-18 14:48How to identify whether a case is inpatient or profee in MIMIC-III
- Issue#4JoakimEdin2023-12-09 08:41How to identify whether a case is inpatient or profee in MIMIC-III
- Issue comment#3Sandy43212023-11-13 21:18may you share full data set
- Issue comment#3riklopfer2023-11-13 16:18may you share full data set
- Issue#3Sandy43212023-11-13 14:36may you share full data set
Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 25 stars here means stars gained during the window, not the repo's star count.