EchoReview AI is a research-preview platform that pairs rural hospital echo acquisition with remote cardiologist review. We are recruiting board-certified cardiologists and Level III echo readers to shape the protocol, validate the AI triage layer, and co-author the concordance study.
Low-commitment 90-day shadow pilot. ~2 hours/week of research-grade reads. No clinical liability — every AI impression shadows your read, never replaces it.
Research preview. Not FDA-cleared. Not for primary diagnosis.
Ready to start reviewing? Sign the Clinical Advisor Agreement online.
Rural and critical-access hospitals often wait 48–96 hours for an echo read. Patients get transferred for studies that turn out to be normal. Cardiologists get faxed PDFs with no images attached. EchoReview AI is the workflow we wished existed during call.
AI flags suspected severe AS, reduced EF, pericardial effusion, and RV strain so urgent reads jump the queue.
Password-re-authenticated final read. Studies lock on signature. Full audit trail. PDF export.
Per-organization isolation, audit logs, 2FA, idle timeout, and a compliance page that tells partners exactly what is and isn't in place.
We built the pilot so an individual cardiologist can participate safely and within their comfort zone. You choose whether to review cases from your own institution, or to advise on de-identified cases from other sites.
During the pilot, the EchoReview AI report is a research-grade shadow read. It is never inserted into the EHR or used for patient care. For site-based pilots, your institution's existing signed clinical report stays the legal record. For external advisors, there is no clinical signature at all.
Scope example
"I will review pediatric echocardiograms and adult congenital cases only. Please do not route general adult acquired valve disease or adult TTEs to my queue."
Echocardiography is interpretive. EchoReview AI does not claim to eliminate that — it exposes it. Every output carries a confidence score and severity label, and every cardiologist override is logged.
During the 90-day shadow pilot, the same cases can be reviewed by two cardiologists when feasible. AI impressions are compared to both reads, and disagreements are discussed in weekly 30-minute calibration calls. The model prompt is tuned based on your feedback — your data is not used to train it.
Research question we answer together
"Does the AI triage layer correctly identify urgent cases, flag low-confidence reads, and route them to the right cardiologist faster than the current fax/phone workflow?"
The current research-preview model returns a structured impression across the pathologies below. Each is available as an interactive example study in the demo dashboard — click any into the reviewer to see the AI output alongside the image.
Coverage list reflects the current research-preview scope; findings are non-diagnostic and always subject to cardiologist review. Additional views (strain, 3D, stress) are on the roadmap and prioritized by advisor feedback.
Pediatric echocardiography is a distinct discipline. Neonatal anatomy, shunt physiology, and normal reference ranges differ materially from adult acquired disease. We are honest about the boundary.
A pediatric-specific validation track would add z-score integration, congenital-specific endpoints, and a dedicated pediatric cardiologist review queue.
DICOM or image bulk-upload. Patient metadata auto-parses from DICOM tags.
Structured triage: suspected finding, severity, confidence, key observations.
Dual-pane viewer. You write the impression, recommendations, and severity.
Password re-auth, study locks, PDF report exports, addendums tracked.
EchoReview AI is a research preview. The AI impression is not FDA-cleared and is never the final read. During the pilot, all reads are research-grade and shadow the on-site clinical workflow. We will not ask you to sign anything that influences patient care until clearance and BAAs are executed. See our compliance page for the full posture.
Send a short note with your background, NBE level, state license(s), and what you'd want to see in an echo triage tool. We respond to every applicant within 5 business days.
Honoraria, co-authorship, and equity consideration discussed individually. No PHI in the application, please.
The fastest way we grow is cardiologist-to-cardiologist. Point us to someone in your network and we'll reach out with a short, respectful intro — always mentioning you.