SaMDClinical: Elektronische Quellenprüfung, Doppelblind-Validierung & GMLP-Audits

SaMDClinical verbindet fortschrittliche algorithmische Gesundheitssoftware mit strengen Medizinprodukte-Regulierungen und gewährleistet klinische Sicherheit, diagnostische Wirksamkeit und reibungslosen weltweiten Marktzugang.

SaMD Lifecycle & Clinical Validation Architecture

Traceability Matrix and Regulatory Dossier Compilation

Central System: Clinical Validation Kernel - IEC 62304 Engine

Clinical IoMT Nodes

Clinical Evidence Engine
Hazard Analysis DB
Static Code Verification
Algorithm Audit Log
Biostatistical Validator

Architectural Layers & Regulatory Standards

Requirements & Safety Classification (IEC 62304:2015 Clause 4 / IMDRF SaMD Framework): Decomposing clinical claims into architectural software safety classes A, B, or C under IEC 62304.
Architectural Hazard Mitigation (ISO 14971 Risk Controls / MISRA C:2012 Guidelines): Formal fault-tree analysis ensuring memory safety, watchdog supervision, and fail-safe defaults.
Verification & Static Analysis (DO-178C Level A / ISO 26262 ASIL-D Borrowed Rigor): 100% statement, branch, and MC/DC code coverage with automated memory leak and overflow proofs.
Clinical Performance Evaluation (EU MDR Annex XIV / FDA Clinical Evaluation Guidance): Biostatistical validation against multi-center clinical datasets establishing diagnostic sensitivity.

Key Metrics: Class C (Highest IEC 62304 Risk Category) | 100% (Bidirectional Requirement Traceability) | MC/DC (Modified Condition Decision Coverage) | ISO 13485 (QMS Audit Trail Conformance)

Verbindung agiler Softwareentwicklung mit Medizinprodukteverordnungen

Developing medical algorithms requires navigating strict regulatory boundaries. SaMDClinical formalizes software safety classification, unit verification, and clinical performance evaluation into a continuous automated CI/CD pipeline.

Core Engineering Areas

IEC 62304 Software Lifecycle Processes — Structuring agile development workflows to satisfy medical device notified bodies and auditors.
Clinical Evaluation under EU MDR Annex XIV — Demonstrating scientific validity, analytical performance, and clinical efficacy of diagnostic algorithms.
Algorithmic Risk Mitigation under ISO 14971 — Preventing catastrophic clinical failures through defensive architectural patterns.

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