Decision-analytic tool for early detection of cancer in low and middle income countries: LINK 

  • Methods: Markov processes, simulation-based optimization, dynamic programming
  • Funding: World Health Organization

Progression and Transmission of HIV (PATH): LINK 

  • Methods: Agent-based simulation, graph theory, network modeling, reinforcement learning, machine learning.
  • Funding: NIH R01AI127236, 07/15/2017 – 06/30/2022

Online tools:

1. Interactive-tool – Opens in Firefox or Microsoft Edge (does not open in Chrome).                                                      Tool to visualize distribution of HIV incidence by age, transmission group, and care-continuum stage (Note: data currently used is hypothetical; data is in development)