AI and the Future of Cancer Detection

Advised on AI-enabled breast-cancer detection — from clinical problem framing through SaMD regulatory pathway, risk management, and verification & validation considerations.

The problem

What does it take for an AI healthcare idea to become a credible medical product?

Approach

Advisory work across product, clinical, technical, and regulatory considerations, including FDA and Health Canada pathways.

Outcome

Supported partners developing AI-enabled breast-cancer detection solutions.

What I led and delivered

Advised on clinical problem framing, product strategy, and technical feasibility for AI-enabled breast-cancer detection.

Connected software-as-a-medical-device development to FDA and Health Canada regulatory pathways, risk management, verification, and validation.

Translated research and diagnostic needs into practical product and evidence-generation considerations.

Demonstrates

Healthcare AI fluency · SaMD context · careful translation

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