Digital Twins for Medical Device Development: Evidence and Limitations
Assess simulation and digital-twin tools for device engineering while keeping model assumptions, validation and regulatory evidence clearly separated.
Read article ???
6G is under development. Articles distinguish established device technologies from proposed future applications. Content is educational, not clinical or legal advice, and does not establish product authorization, compliance or clinical benefit.
Published articles
Medical Device Interoperability: Write Requirements Around Intended Exchange
Translate interoperability claims into testable medical device requirements for data, commands, permissions, timing and receiving-system behavior.
Read article ???Secure Updates for Connected Medical Devices: Maintenance Without Guesswork
Examine device update planning through authenticated delivery, compatibility records, verification, recovery and coordination between manufacturers and operators.
Read article ???Monitoring AI-Enabled Device Performance After Deployment
Plan operational monitoring for AI-enabled devices using version records, supported inputs, quality signals, investigation and controlled corrective action.
Read article ???AI Medical Device Change Control: Understanding PCCPs and Lifecycle Planning
Learn how predetermined change control plans relate to certain AI-enabled device updates, validation methods and ongoing product responsibilities.
Read article ???Device-to-Edge Inference: Partitioning Medical AI Without Losing Traceability
Design medical device inference architectures with clear processing boundaries, compatible model versions, secure interfaces, and reproducible results.
Read article ???Wireless Coexistence in Medical Devices: Planning for Real Environments
Understand medical device wireless coexistence, quality of service and electromagnetic compatibility without relying on isolated connectivity demonstrations.
Read article ???Wearable Medical Devices: Connectivity, Data Integrity and Product Scope
Explore wearable device design questions around intended use, timestamps, missing data, wireless performance, battery constraints and supported interfaces.
Read article ???Medical Robotics and Connectivity: Keeping Control Boundaries Explicit
Assess connected medical robotics by separating control functions, monitoring, maintenance and data exchange, with product-specific verification and safety review.
Read article ???Portable Ultrasound and Connected Workflows: Device Integration Questions
Review portable imaging connectivity through acquisition context, image transfer, AI assistance, local processing and supported operational conditions.
Read article ???DICOM and Connected Imaging Devices: Interoperability Beyond File Transfer
Explore DICOM integration for medical devices, including supported objects, identifiers, receiving-system behavior, and imaging workflow verification.
Read article ???AI Medical Imaging Inference: Designing the Complete Device Pipeline
Examine imaging AI from acquisition to result presentation, including metadata, preprocessing, model compatibility, performance and device integration.
Read article ???What Is 6G Medtech? Connected Devices, Imaging and Future Networks
Understand 6G medtech as a future-facing device innovation theme, and distinguish current medical technology from proposed next-generation network capabilities.
Read article ???Coming soon
Evaluating Connected Medtech Suppliers: A Device-Focused Due Diligence Guide
Compare medical technology suppliers using intended use, evidence, interfaces, wireless requirements, cybersecurity support and lifecycle commitments.
Scaling a Connected Medical Device Pilot: Verification Before Expansion
Plan device fleet expansion through configuration control, representative testing, support readiness and reassessment of software and network changes.
Own the domain. Own the opportunity.
The right category-defining domain can help a business communicate focus, credibility and ambition. Explore strategic domain acquisition and brand protection with HighValueBrands.