Work

Research in clinical AI, neurology, and health systems

A short map of the research themes.

Clinical AI

Medical reasoning

Benchmarks for clinical ambiguity, specialist consultation, and physician judgment.

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Medical records

Clinical documentation

LLMs in medical records, consultation templates, chart review, and EMR workflows.

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Equity

Health equity

Fairness, dataset shift, global health data science, and reporting guidelines.

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Neurology

Neuroethics

Functional neurological disorder, capacity, uncertainty, and clinical explanation.

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