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Virtual Health


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We have built an agent-based simulation population called DEMOS (Demographic and Epidemiological Model of Singapore)--a creation of cohorts of virtual individuals based on local aging trends and disease risk based on local studies. It simulates, at the individual level, the population of Singapore that accurately reflects the current published data on health and other attributes within Singapore, and known scientific research for the incidence, progression and response to treatment of the major illnesses.

Through micro agent-based modelling and simulation, risk prediction and risk modification personalised to an individual enables us to simulate possible future scenarios for any single person in Singapore, taking into account the effect of various interventions they may have attempted. One is able then to predict with some reasonable confidence the effect of nature, nurture, choice and chance.

Published in: Healthcare
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Virtual Health

  1. 1. the technology…
  2. 2. Virtual copies of Singapore’s Population 100,000 Singaporeans Agent-based Microsimulation of individual-based risk. Health Angel
  3. 3. It’s not about what you have… It’s about: Who are your customers? What do they want?
  4. 4. Health Angel Agent-based Microsimulation of individual-based risk. Agent-based Microsimulation of individual-based risk. 2010 2020 2030 2040 2050 2060 2070 2080 2090 0 10 20 30 40 50 60 70 80 ✓Prospective life tables ✓Personalised risk calculator Health Angel
  5. 5. Next steps Thank You, Lean Launchpad!
  6. 6. Health Angel team members • Chia Kee Seng • Jason Yap • David Lai • Edwin Tan • Tan Ken Wei • Jane Lim