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Physician Review Prototype
Doingly.ai Neptune for endoscopy quality

AI coverage review that fits into Epic and Cerner clinical workflows.

Neptune turns colonoscopy withdrawal video into clip-level visibility scores, anatomical rollups, and practical quality cues, then packages the reviewed output for future EHR handoff through SMART on FHIR / HL7 FHIR integration patterns.

4 sclip scoring
24 srolling windows
0–4coverage rubric
FHIREpic + Cerner integration path
EHR integration concept

From video review to medical-record-ready documentation.

For a production hospital workflow, Neptune would launch inside the EHR, retrieve authorized encounter context, generate a physician-reviewed coverage summary, and write back a draft note or structured attachment only after human approval.

Epic

Epic on FHIR / SMART app launch

Use Epic’s SMART on FHIR OAuth flow to connect patient and encounter context, then return reviewed artifacts such as DiagnosticReport, DocumentReference, or Communication-style workflow outputs.

Explore Epic on FHIR ↗
Oracle Health / Cerner

Millennium Platform FHIR APIs

Use Oracle Health Millennium FHIR R4 APIs and SMART application provisioning to connect Neptune to Cerner clinical workflows with authorized, auditable EHR data access.

Explore Cerner / Oracle Health APIs ↗
Integration links are roadmap references only. This demo does not connect to live Epic or Cerner systems and must not receive real PHI.
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RESEARCH DISCLAIMER — NOT A MEDICAL DIAGNOSTIC DEVICE Doingly.ai Colonoscopy Coverage Assistant scores mucosal visualization quality during withdrawal for research and demonstration only. It does not diagnose disease, replace clinical judgment, or provide patient-specific medical advice. Coverage scores are heuristic and not clinically validated; all output must be reviewed by a qualified gastroenterologist.
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Doingly.ai Coverage Assistant Ready

Upload a colonoscopy withdrawal video, or load the sample, and click Run Doingly Coverage Review to quantify mucosal visualization across clips, rolling windows, anatomical sections, and the full colon.

Designed for physician review: transparent scores, visual timeline, clip details, flags, rationale, and quality-improvement recommendations.