Selected Publications & Academic Work
Peer-reviewed articles, book contributions, and research spanning digital health, clinical innovation, AI ethics, and surgical science.
DICE Fellowship: Evidence-Based Care Model to Reduce Diagnostic Spend
10-month Design, Innovation, and Clinical Entrepreneurship Fellowship including literature review, site visits to clinical 'bright spots,' and iterative care model design. Developing a three-part evidence-based care model and pilot with aligned payer/provider incentives.
Learn moreFood as Medicine: AI-Tailored Groceries in a High Needs Bronx Population
Natural study evaluating clinical endpoints (BMI, BP, HbA1c) and downstream healthcare utilization and costs of AI-tailored grocery interventions in a high-needs population.
Learn moreClinical & Economic Evaluations of Digital Health Solutions
In-person placement exploring value-based digital contracting, coordinating across large plans, employers, providers and Federal entities to foster more effective digital therapeutics purchasing.
Learn moreAI for All? A Levesque-Based Assessment of Patient Access
Evaluating patient access to AI via the CHAI directory by mapping Levesque's access dimensions against systemic drivers including insurance status, ACO involvement, and reimbursement models.
Learn moreEHRs & Equity of Access in New Zealand
Evaluating the variation in EHR implementation on econometric indicators of equity of access to health care in New Zealand.
Learn moreDecentralized Digital Trial: Health Measures & Digital Biomarkers
Evaluation of a small observational pilot study integrating validated health measures with digital biomarkers in a decentralized trial design.
Learn moreAccelerating Low-Cost, High-Quality Care: 15 Years of Stanford CERC Innovation
A call to action identifying evidence-based trends and lessons from care model implementation, urging providers, purchasers, and policymakers to tackle the affordability crisis through unified approaches.
Learn moreThe Role of AI in Clinical Decision Making and Diagnostic Performance
Exploring situational awareness in patient safety frameworks as applied to AI-augmented diagnostic decisions in clinical settings.
Learn moreMaking Digital Health Equity Actionable: A Guide for Low- and Middle-Income Countries
A pan-sector guide bringing together regulators, vendors, providers and academics to make digital health equity actionable across low- and middle-income countries.
Learn moremRNA Breast Cancer Screening in Aotearoa
Clinical feasibility trial assessing blood-test based breast cancer screening for underserved populations including wāhine Māori and women in high deprivation areas.
Learn moreVaccine Barriers Assessment Tool (VBAT)
Developing the first comprehensive model of influences on parental acceptance and access to childhood vaccination.
Learn moreGlobal Vaccine Data Network — NZ COVID-19 Vaccine Safety Study
Multinational study using primary care data to identify signals for adverse events of significant interest associated with COVID-19 vaccinations.
DOIPhenotypic Aging Using Biomarkers
Observational study investigating surrogate biomarkers to predict phenotypic age and support healthy aging behaviours.
AI, Ethics and Healthcare: A User Led Enquiry
Mixed methods thematic analysis exploring the intersection of AI and healthcare with respect to responsibility and ethics. Nominated for World Summit Awards.
DOIUnscheduled Care Collaborative: Complexity and Whole System Change
Thematic analysis of whole system change across unscheduled care pathways in NHS Scotland.
DOI