Medscape Medical NewsAll articles

DeepRhythmAI

Medicalgorithmics S.A. • Cardiovascular • 05/27/2025

510(k)IEC 62304 Class C§524B Cyber Device
FDA Summary PDF

Device Purpose

The DeepRhythmAI is a cloud-based software device that leverages artificial intelligence to analyze single- or two-lead ECG data, providing advisory interpretations to assist qualified healthcare professionals in evaluating cardiac arrhythmias. Its design, focused on integration with existing healthcare solutions, has enabled it to achieve regulatory clearance through substantial equivalence, positioning it as a supportive tool in cardiac diagnostics.

Summary

On May 27, 2025, Medicalgorithmics S.A. received a determination of substantial equivalence for its DeepRhythmAI device, allowing it to be marketed. This regulatory approval signifies that the cloud-based software, which employs artificial intelligence for cardiac arrhythmia evaluation, meets the necessary standards to enter the market, provided it adheres to general controls and other regulatory provisions. The DeepRhythmAI functions as a cloud-based software utilizing AI algorithms to analyze single- or two-lead ECG data from adult patients, with its primary purpose being to enable healthcare solution integrators to develop applications for qualified healthcare professionals to review analytical results. While it supports various ECG recording devices and integrates with existing systems, it is strictly intended for advisory use and not for life-supporting, sustaining, or alarm purposes, emphasizing that its interpretations are not to be the sole basis for diagnosis. Ongoing compliance with registration, labeling, manufacturing, and adverse event reporting is mandated.

AI Regulatory Concerns

Powered byJev by TypeSafe AI

Jev reads the full FDA letter and returns calibrated concern probabilities per regulatory category. These are AI estimates, not regulatory advice.

Keywords

DeepRhythmAICardiac ArrhythmiasArtificial IntelligenceECG DataCloud-based SoftwareSubstantial EquivalenceMedicalgorithmics S.A.Healthcare TechnologyRegulatory ApprovalDiagnostic Aid

Device Metadata

Submission Number
K250932
Company
Medicalgorithmics S.A.
Panel
Cardiovascular
Product Code
N/A
Data Type
N/A
Clinical Function
N/A
AI Function
N/A
AI Subclass
N/A

Relevant Clinical Questions

  • Q1. How does the DeepRhythmAI's AI algorithm perform in terms of sensitivity and specificity compared to traditional manual ECG interpretation or other automated systems for detecting various arrhythmia types?; What are the specific data security and privacy protocols implemented for the cloud-based DeepRhythmAI system, especially when processing sensitive patient ECG data?; Given the advisory nature of the results, what clinical guidelines or best practices does Medicalgorithmics S.A. recommend for integrating DeepRhythmAI into a diagnostic workflow to ensure clinician oversight and prevent over-reliance?; What validation studies or clinical trials were conducted to support the substantial equivalence claim, particularly regarding the performance of its AI algorithms across diverse patient populations?; How does the DeepRhythmAI system handle noisy or poor-quality ECG data, and what mechanisms are in place to ensure the reliability of its interpretations under such conditions?

Risk Classification

ESL Analysis
FDA Device ClassII

FDA Class II via 510(k) pathway; IEC 62304 Class C (software safety classification); Qualifies as a cyber device under §524B (post-Dec 2023, networked)

Learn how Parasoft automates IEC 62304 compliance testing →

Cybersecurity Evidence

Powered by SBOMator™

Based on AI-generated device summaries, not the full FDA submission. Items not detected here may still be present in the complete submission package.

Cyber Score30/100
SBOM Evidence⚠ Not in summary - likely in full submission per §524B
Cyber Risk Assessment✓ Detected in Summary
Postmarket Plan⚠ Not in summary - likely in full submission per §524B
§524B ApplicableYes

Supply Chain BOM Evidence

Based on the CycloneDX / OWASP ECMA-424 xBOM ecosystem. Detection is from the AI-generated summary.

SBOMSoftware Bill of Materials
- Not detected
ML-BOMMachine Learning Bill of Materials(algorithm, labeling)
✓ Detected
SaaSBOMSoftware-as-a-Service Bill of Materials(cloud)
✓ Detected
HBOMHardware Bill of Materials
- Not detected
CBOMCryptography Bill of Materials
- Not detected
VDR/VEXVulnerability Disclosure Report / Vulnerability Exploitability eXchange
- Not detected
OBOMOperations Bill of Materials
- Not detected

Analysis:

• Analysis is based on the AI-generated device summary, not the full FDA submission package. Click "Analyze Full FDA PDF" below to scan the actual submission document.

• Evidence of ML-BOM, SaaSBOM detected in AI-generated device summary.

• SBOM not mentioned in AI-generated device summary. Under §524B (effective Oct 2023), cyber devices must provide a SBOM.

• Postmarket cybersecurity monitoring plan not clearly documented in AI-generated device summary.

• Not detected in AI-generated device summary: SBOM, HBOM, CBOM, VDR/VEX, OBOM. These may be present in the full FDA submission.

Preparing a similar submission?

ESL takes complete ownership of your software evidence work - SBOM & CVE remediation with SBOMator™, static analysis & unit testing with Parasoft, traceability, and full IEC 62304 lifecycle support.

Assess Your Readiness →Or contact ESL directly
DeepRhythmAI - Medicalgorithmics S.A. | ESL FDA AI Device Intelligence