SaMDSystem: Ingénierie SaMD Distribuée, Diagnostics Temps Réel et Pipelines HL7

SaMDSystem établit des cadres d'ingénierie des systèmes, des courtiers de messages en temps réel et des pipelines diagnostiques tolérants aux pannes qui connectent imagerie médicale hétérogène, capteurs physiologiques et algorithmes cliniques en systèmes logiciels certifiés.

SaMDSystem Distributed Systems Architecture & Medical Pipeline Topology

Real-time diagnostic broker, HL7/DICOM transformer, and distributed consensus logger

Central System: Diagnostic Systems Router - Real-Time Medical Broker

Clinical IoMT Nodes

HL7 CDA / v2 Listener
DICOM Worklist Manager
Distributed Event Broker
Diagnostic Pipeline Runner
System Health Supervisor

Architectural Layers & Regulatory Standards

Hospital Protocol Ingestion Layer (HL7 v2.x MLLP / DICOM DIMSE / HL7 CDA): Interfacing with legacy hospital telemetry, laboratory information systems (LIS), and imaging devices.
Real-Time Clinical Event Bus (Apache Kafka / NATS with Exactly-Once Semantics): Streaming physiological alarms, diagnostic orders, and clinical events with guaranteed delivery.
Algorithmic Orchestration Grid (Kubernetes Microservices / Ray Distributed Inference): Scheduling complex multi-stage diagnostic pipelines across CPU/GPU compute clusters.
Continuous System Safety Supervision (ISO 14971 Real-Time Hazard Watchdog): Detecting pipeline delays, corrupted data packets, or algorithm timeouts, triggering safe fallback states.

Key Metrics: < 15 ms (Internal Event Bus Latency) | 100% (Guaranteed Delivery (EOS)) | Class B/C (System Safety Classification) | Zero Loss (Patient Telemetry Retention)

Ingénierie de systèmes SaMD distribués, orchestration diagnostique en temps réel et pipelines HL7 CDA / DICOM

Authoritative technical engineering reference for distributed samd systems engineering, real-time diagnostic orchestration & hl7 cda / dicom pipelines in FDA Premarket submissions, EU MDR, IEC 62304 Class C software lifecycle, ISO 13485 quality systems, and IoMT zero-trust interoperability.

Core Engineering Areas

Real-Time Medical Event Streaming — Core clinical engineering and protocols for Real-Time Medical Event Streaming.
Bridging HL7 v2 to Modern FHIR — Core clinical engineering and protocols for Bridging HL7 v2 to Modern FHIR.
Fault Containment & Safe States — Core clinical engineering and protocols for Fault Containment & Safe States.

Technical Articles

Related Cluster Architecture Specifications

HealthVigilance — Zero-Trust IoMT Architecture, SaMD Risk Engineering & Autonomous Clinical Post-Market Vigilance
AgenticSaMD — Autonomous Agentic Software as a Medical Device, Multi-Agent Clinical Decision Support & FDA GMLP Guardrails
AITelemonitoring — Autonomous AI Telemonitoring, Virtual Nursing Assistants & Predictive Clinical Deterioration Scoring
BCI2IoMT — Brain-Computer Interface IoMT Gateways, Neural Decoding & Electrophysiological Streaming