SaMDSystem: 분산 SaMD 소프트웨어 공학, 실시간 진단 및 HL7 파이프라인

SaMDSystem은 이기종 의료 영상 기기, 생체 센서 및 임상 알고리즘을 공인된 단일 의료 소프트웨어 시스템으로 통합하기 위해 시스템 엔지니어링 프레임워크, 실시간 메시지 브로커 및 결함 감내 진단 파이프라인을 구축합니다.

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)

분산형 SaMD 시스템공학, 실시간 진단오케스트레이션 및 HL7 CDA / DICOM 파이프라인

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

Technical Articles

Related Cluster Architecture Specifications