Assessing QML readiness for diagnostic imaging, clinical decision support, and patient outcome prediction.
Half-day workshop on evaluating QML vendor claims for clinical applications. Covers peer-reviewed evidence assessment, clinical validation frameworks, NICE evidence standards, MHRA/FDA SaMD pathways, and hardware roadmap interpretation for medical imaging use cases.
Course content is structured into sessions below. Each session is configurable to your organisation's environment, threat model, and objectives.
| # | Session | Topics |
|---|---|---|
| 1 | QML in Healthcare The evidence base, the honest assessment, and the hype detection toolkit | |
| 2 | Technical Deep Dive Variational circuits, quantum kernels, and why benchmarks mislead |
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| Break | ||
| 3 | Regulatory Considerations SaMD pathways and NICE evidence standards for quantum processing |
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| 4 | Vendor Assessment Exercise Evaluating real QML vendor pitches with clinical rigour |
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| 5 | Hardware Roadmap When do medical imaging QML use cases become viable, and what must change |
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| 6 | Q&A and Strategic Positioning | |
Training courses are designed and delivered by QSECDEF in collaboration with subject specialists. All instructors have direct experience in quantum technologies and security.
Course design and delivery
QSECDEF brings expertise in post-quantum cryptography, quantum computing strategy, and defence-grade security assessment. Our membership spans 900+ organisations and 1,500+ professionals working at the intersection of quantum technologies and critical infrastructure security.
Get in touch to discuss scheduling, group pricing, and how this course can be configured to your organisation's needs.
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