SaMDSystem：分散型SaMD工学、リアルタイム診断連携、HL7パイプライン

SaMDSystemは、異種医用画像モダリティ、生体センサ、臨床アルゴリズムを統合・認証済み医療ソフトウェアシステムへと接続するシステムズエンジニアリングフレームワーク、リアルタイムメッセージブローカー、耐障害性診断パイプラインを確立します。

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)

分散型SaMDシステムエンジニアリング、リアルタイム診断オーケストレーションとHL7 CDA / DICOMパイプライン

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