MortalityICU
MortalityICU is a SYNTHETIC/DEMO clinical model for icu mortality prediction. Outputs are deterministic demo values — NOT for clinical use. Trained (synthetically) on de-identified tabular data.
Tabular
BioNexus
License: MIT
v2.3.5
RTG 4.6
DL 293,907
Metrics
| Metric | Value | Split |
|---|---|---|
| AUROC | 0.947 | Synthetic hold-out |
| Calibration (ECE) | 0.050 | Synthetic |
| Inputs | Outputs |
|---|---|
| ICU time-series | Mortality risk |
Run a synthetic prediction
Returns a deterministic synthetic result — clearly labeled, not for clinical use.
API integration
Call this model from your pipeline (demo — no real key required):
import requests
r = requests.post("https://api.biofoundry.ai/v1/models/bf-044-mortalityicu/predict",
headers={"Authorization": "Bearer <API_KEY>"},
json={"input": "<icu time-series>"})
print(r.json()) # -> synthetic demo prediction
See the API reference · JSON: /api/models/bf-044-mortalityicu
Version history
| Version | Status | Notes |
|---|---|---|
| v2.3.0 | Archived | Synthetic release note 0 |
| v2.3.1 | Archived | Synthetic release note 1 |
| v2.3.2 | Archived | Synthetic release note 2 |
| v2.3.3 | Archived | Synthetic release note 3 |
| v2.3.4 | Archived | Synthetic release note 4 |
| v2.3.5 | Current | Synthetic release note 5 |
Community contributions: 99 synthetic contributors have submitted evaluations and fine-tunes.