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I bring 3 decades’ global success in a) regulatory labeling of, b) public and private coverage and payment for, and c) clinical adoption of, therapeutic and diagnostic drugs and devices including AI. My interests include addressing product-, market-, or delivery system-specific inefficiencies and issues which burden payers and delay or skew patients’ access to the benefits of innovation. I am devoted to the development of and advocacy for clearance to market and payment for healthcare AI, including regulations, standards, coding, and coverage policy [ AI Taxonomy ] by working with medical peers among the stakeholders in each opportunity.
- Design and conduct of clinical trials programs from phase I to post-market registries
- Leadership of product teams to develop and implement clearance, coverage, & adoption strategy
- Persuasive engagement of peers in regulators, payers, professional societies, patient advocacy groups
- Expert testimony to Ministries & agencies re; innovation, eg radiation dose, image quality, clinical pathways
- Formation and leadership of industry groups to develop and advocate industry policy positions
- Development of coalitions and public-private partnerships to grow capacity in healthcare delivery networks
- Creation and implementation of a taxonomic framework for reimbursement coding and coverage for AI
- Harmonization of descriptors across labeling, coding, and coverage globally for AI, eg via IMDRF