Medical Imaging

StrokeCT-Triage

StrokeCT-Triage is a SYNTHETIC/DEMO medical imaging model for acute stroke large-vessel occlusion triage. Outputs are deterministic demo values — NOT for clinical use. Trained (synthetically) on de-identified imaging data.

Imaging DeepCell AI License: BSD-3-Clause v3.4.2 RTG 4.8 DL 136,806
SYNTHETIC DEMOAll outputs are deterministic demo data — not for clinical use, not real medical inference.

Metrics

MetricValueSplit
AUC0.951Synthetic hold-out
Calibration (ECE)0.062Synthetic
InputsOutputs
Head CTALVO probability + laterality

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-039-strokect-triage/predict",
    headers={"Authorization": "Bearer <API_KEY>"},
    json={"input": "<head cta>"})
print(r.json())  # -> synthetic demo prediction

See the API reference · JSON: /api/models/bf-039-strokect-triage

Version history

VersionStatusNotes
v3.4.0ArchivedSynthetic release note 0
v3.4.1ArchivedSynthetic release note 1
v3.4.2CurrentSynthetic release note 2

Community contributions: 102 synthetic contributors have submitted evaluations and fine-tunes.