Cancer Detection

PanCan-RNA

PanCan-RNA is a SYNTHETIC/DEMO cancer detection model for pan-cancer type from rna expression. Outputs are deterministic demo values — NOT for clinical use. Trained (synthetically) on de-identified sequence data.

Sequence DeepCell AI License: Apache-2.0 v2.7.8 RTG 4.9 DL 119,522
SYNTHETIC DEMOAll outputs are deterministic demo data — not for clinical use, not real medical inference.

Metrics

MetricValueSplit
Accuracy0.836Synthetic hold-out
Calibration (ECE)0.051Synthetic
InputsOutputs
RNA-seq expression vectorTissue-of-origin + probability

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-007-pancan-rna/predict",
    headers={"Authorization": "Bearer <API_KEY>"},
    json={"input": "<rna-seq expression vector>"})
print(r.json())  # -> synthetic demo prediction

See the API reference · JSON: /api/models/bf-007-pancan-rna

Version history

VersionStatusNotes
v2.7.0ArchivedSynthetic release note 0
v2.7.1ArchivedSynthetic release note 1
v2.7.2ArchivedSynthetic release note 2
v2.7.3ArchivedSynthetic release note 3
v2.7.4ArchivedSynthetic release note 4
v2.7.5ArchivedSynthetic release note 5
v2.7.6ArchivedSynthetic release note 6
v2.7.7ArchivedSynthetic release note 7
v2.7.8CurrentSynthetic release note 8

Community contributions: 144 synthetic contributors have submitted evaluations and fine-tunes.