mmcdermott MEDS-DEV issues

mmcdermott / MEDS-DEV

The MEDS Decentralized Extensible Validation (MEDS-DEV) Benchmark: Establishing Reproducibility and Comparability in ML for Health

MIT License

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Aces and MEDS evaluation dependency issue

#32 Simonlee711 closed 1 week ago
4
Update dataset.md

#31 Oufattole closed 3 weeks ago
5
Update results.md

#30 Oufattole closed 3 weeks ago
1
added OMOP predicates

#29 ChaoPang closed 4 weeks ago
4
Task `mortality/in_icu/first_24h` includes `hospital_discharge`

#28 rvandewater closed 1 week ago
2
Adding AUMCdb to MEDS-DEV

#27 rvandewater closed 3 weeks ago
4
Update Datasets README.md to clarify dataset contribution workflow

#26 Oufattole closed 1 month ago
1
Added task criteria for abnormal lab prediction tasks

#25 Jwoo5 closed 3 weeks ago
13
Unifying MEDS Tutorials

#24 Oufattole opened 1 month ago
1
UCLA DATA Predicates file

#23 Simonlee711 closed 2 weeks ago
4
Add a description for the prediction schema of MEDS evaluation.

#22 kamilest closed 1 month ago
1
Template for adding a new model

#21 kamilest closed 1 month ago
4
tests.yaml is failing (because there aren't any tests?)

#20 tompollard closed 1 month ago
6
Fix criteria offsets

#19 justin13601 closed 1 month ago
1
Update README.md

#18 justin13601 closed 2 months ago
1
Fairness evaluation

#17 Jeanselme opened 2 months ago
3
Add a basic example workflow.

#16 kamilest closed 1 month ago
2
A quick helper to help build ACES task labels.

#15 mmcdermott closed 2 months ago
2
If we distribute python code eventually, include typing information.

#14 mmcdermott opened 2 months ago
1
We need to ensure that `index_timestamp` is specified on all configs, and `label`

#13 mmcdermott opened 2 months ago
0
Fixed in-icu mortality task to exclude patients who die or are discharged from the ICU in the gap window.

#12 Jwoo5 closed 2 months ago
1
There seems to be an error in the criterion config for the in-icu mortality task

#11 Jwoo5 closed 2 months ago
3
How should we handle censoring / loss-of-follow-up / exclusion criteria for the 1y-5y MI task?

#10 mmcdermott opened 3 months ago
3
How should we handle censoring / loss-of-follow-up for readmission risk prediction?

#9 mmcdermott opened 3 months ago
15
Initial set-up for MEDS-DEV

#8 mmcdermott closed 3 months ago
1
Added 16 different diagnosis prediction tasks for mimic-iv

#7 Jwoo5 closed 3 months ago
5
Added 16 different diagnosis prediction tasks for mimic-iv

#6 Jwoo5 closed 3 months ago
1
We should define predicates to match the concepts extracted in ricu & YAIB for MIMIC, eICU, and other datasets

#5 mmcdermott opened 4 months ago
1
Gap window constraints need to be applied to input windows too (or windows reconfigured)

#4 mmcdermott closed 3 months ago
0
Adding preliminary tasks

#3 mmcdermott closed 5 months ago
1
Add other task types

#2 justin13601 closed 3 months ago
2
Adding task description readmes

#1 justin13601 closed 5 months ago
1