Clinical validation and real-world workflows
How AccuVis supports screening programs, hospital triage, and lung health initiatives — with a rigorous validation approach for Africa and India.
What AccuVis delivers
Performance metrics and validation methodology are shared with qualified partners under NDA. Summary highlights below.
Lung cancer, TB, pneumonia, and cardiovascular risk from a single chest radiograph.
Near-instant pre-read to keep screening lines moving.
Every finding includes visual evidence on the image.
Imaging fused with clinical factors into one auditable score.
Built for African & South Asian populations
Clinical validity on African and Indian chest radiograph populations is a priority. We are conducting prospective validation studies and welcome research partnerships. Contact us for our validation protocol and timeline.
Example deployment workflows
Representative use cases — not clinical trial results. Illustrate how AccuVis fits into screening and triage programs.
Community TB screening
A mobile screening unit processes 200 chest X-rays per day. AI pre-read flags abnormal studies for radiologist review, prioritizing the highest-risk cases in the queue.
District hospital triage
A district hospital with no on-site radiologist uses AccuVis for same-day pre-reads. Pneumonia and effusion cases are flagged before specialist tele-review.
Lung cancer screening pilot
A national screening program integrates AccuVis to score nodule probability and compute fused risk — routing high-risk patients to confirmatory imaging.
Designed for clinical trust
Clinical AI engine
Purpose-built for chest radiograph analysis across diverse equipment and acquisition settings common in LMIC healthcare.
Visual explainability
Attention overlays on every prediction — clinicians see where the system is looking, not just a probability score.
Fused risk scoring
Imaging findings combined with clinical risk factors into a calibrated 0–100 score with an auditable breakdown.
Publications
Manuscript in preparation. Validation study protocol available on request.
Request a validation report
Detailed performance data and validation methodology are available to qualified partners.
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