Medical Imaging

ChestX-Multi

ChestX-Multi is a SYNTHETIC/DEMO medical imaging model for multi-label chest x-ray finding detection. Outputs are deterministic demo values — NOT for clinical use. Trained (synthetically) on de-identified imaging data.

Imaging BioNexus License: BioFoundry Research v4.1.4 RTG 4.6 DL 18,641
SYNTHETIC DEMOAll outputs are deterministic demo data — not for clinical use, not real medical inference.

Metrics

MetricValueSplit
Mean AUC0.934Synthetic hold-out
Calibration (ECE)0.032Synthetic
InputsOutputs
Chest radiograph14 finding probabilities

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-036-chestx-multi/predict",
    headers={"Authorization": "Bearer <API_KEY>"},
    json={"input": "<chest radiograph>"})
print(r.json())  # -> synthetic demo prediction

See the API reference · JSON: /api/models/bf-036-chestx-multi

Version history

VersionStatusNotes
v4.1.0ArchivedSynthetic release note 0
v4.1.1ArchivedSynthetic release note 1
v4.1.2ArchivedSynthetic release note 2
v4.1.3ArchivedSynthetic release note 3
v4.1.4CurrentSynthetic release note 4

Community contributions: 54 synthetic contributors have submitted evaluations and fine-tunes.