EnsembleOnco-XL
EnsembleOnco-XL is a SYNTHETIC/DEMO cancer detection model for multi-organ tumor board ensemble. Outputs are deterministic demo values — NOT for clinical use. Trained (synthetically) on de-identified multi-modal data.
Multi-modal
BioNexus
License: BioFoundry Research
v4.8.4
RTG 4.7
DL 319,425
Metrics
| Metric | Value | Split |
|---|---|---|
| AUC | 0.828 | Synthetic hold-out |
| Calibration (ECE) | 0.077 | Synthetic |
| Inputs | Outputs |
|---|---|
| Imaging + pathology + genomics | Consensus malignancy + report |
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-012-ensembleonco-xl/predict",
headers={"Authorization": "Bearer <API_KEY>"},
json={"input": "<imaging + pathology + genomics>"})
print(r.json()) # -> synthetic demo prediction
See the API reference · JSON: /api/models/bf-012-ensembleonco-xl
Version history
| Version | Status | Notes |
|---|---|---|
| v4.8.0 | Archived | Synthetic release note 0 |
| v4.8.1 | Archived | Synthetic release note 1 |
| v4.8.2 | Archived | Synthetic release note 2 |
| v4.8.3 | Archived | Synthetic release note 3 |
| v4.8.4 | Current | Synthetic release note 4 |
Community contributions: 129 synthetic contributors have submitted evaluations and fine-tunes.