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research & presentations

Token ROI™: A Micro-Costing Framework for Determining When AI Improves Healthcare Workflow Economics

Authors: Cloe Koh, Mark Dranias 
Conference: ISPOR Annual 2026 
Topic: AI workflow, Economic evaluation

Evaluating AI Models for Drug Pricing Analytics: A Comparative Study for Most-Favored-Nation Policy Modeling

Authors: Mark Dranias, Rustam Shariq Mujtaba, Walter Tze Tung Lam, Cloe Koh 
Conference: ISPOR Annual 2026 
Topic: AI governance, Large Language Models (LLM) validation, international drug pricing, health-policy workflows.

An Evidence-Based Governance Framework for Auditing LLM-Derived International Drug Pricing

Authors: Mark Dranias, Rustam Shariq Mujtaba, Walter Tze Tung Lam, Cloe Koh
Conference: Stanford AI + Health 2025
Topic: AI governance, Large Language Models (LLM) validation, international drug pricing, health-policy workflows.

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