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MECHANISM PHASE

"When and how to change?" 

Estimate Intervention Effects using Muti-omic, machine-learning based microsimulations 

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E.g. Cross-domain modelling such as the effect of paternal adiposity on mental health and potential differential efficacy across socioeconomic or ethnic sub-groups

Methods:

1. Microsimulation-based analyses: Emulate a hypothetical randomized trial within our observational cohort data 

 

2. Machine Learning Target trial analyses: Identify relevant inclusion / exclusion criteria, intervention period and “dose,” and generating causal diagrams to identify confounders

Working Group

Modern Architecture
Modern Architecture

Our Team

Simulation Modelling Toward Dynamic Interventions


Prediction Modelling

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