Systems
Closed-Loop Clinical Engineering
Diagnostic rigs and human-machine interface frameworks where the loop closes.
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The most ambitious track: systems that sense, decide and act as an integrated loop rather than a chain of separate components. This covers intelligent diagnostic rigs and human-machine interface frameworks — the places where a modelling error stops being a software bug and starts being a clinical event.
Capabilities
What this track actually involves
01Intelligent diagnostic rig architecture and bench design
02Human-machine interface frameworks and control-loop design
03System-level safety case and hazard analysis (ISO 14971)
04Verification and validation strategy for adaptive systems
05Simulation, hardware-in-the-loop and regression testbeds
Open Questions
What we are still trying to answer
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What does a defensible safety case look like for a system that adapts at runtime?
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How do we close the loop when the model is uncertain about its own state?
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Where does a human belong in a control loop that is faster than they are?
What Would Help
Where a collaborator changes the outcome
Clinical sites able to host early feasibility work
Regulatory and quality expertise for pre-submission strategy
Human-factors researchers for interface evaluation
Working on This Problem?
Tell us where you are stuck. Research collaborations, academic partnerships, and engineering pilots are all in scope.