Causal AI and Healthcare Lab
@caihlab.bsky.social
To make data-driven personalised healthcare a reality. @jmdvinodjmd.bsky.social
Now the following paper is published online.
"Individualised Treatment Effects Estimation with Composite Treatments and Composite Outcomes"
ieeexplore.ieee.org/document/112...
"Individualised Treatment Effects Estimation with Composite Treatments and Composite Outcomes"
ieeexplore.ieee.org/document/112...
December 21, 2025 at 7:16 PM
Now the following paper is published online.
"Individualised Treatment Effects Estimation with Composite Treatments and Composite Outcomes"
ieeexplore.ieee.org/document/112...
"Individualised Treatment Effects Estimation with Composite Treatments and Composite Outcomes"
ieeexplore.ieee.org/document/112...
Our following paper will appear in the proceedings of the 47th EMBC 2025.
Individualised Treatment Effects Estimation with Composite Treatments and Composite Outcomes
arxiv.org/abs/2502.08282
#CausalAI, #Causality #TreatmentEffects #PersonalisedTreatments
Individualised Treatment Effects Estimation with Composite Treatments and Composite Outcomes
arxiv.org/abs/2502.08282
#CausalAI, #Causality #TreatmentEffects #PersonalisedTreatments
Individualised Treatment Effects Estimation with Composite Treatments and Composite Outcomes
Estimating individualised treatment effect (ITE) -- that is the causal effect of a set of variables (also called exposures, treatments, actions, policies, or interventions), referred to as \textit{com...
arxiv.org
August 25, 2025 at 8:38 PM
Our following paper will appear in the proceedings of the 47th EMBC 2025.
Individualised Treatment Effects Estimation with Composite Treatments and Composite Outcomes
arxiv.org/abs/2502.08282
#CausalAI, #Causality #TreatmentEffects #PersonalisedTreatments
Individualised Treatment Effects Estimation with Composite Treatments and Composite Outcomes
arxiv.org/abs/2502.08282
#CausalAI, #Causality #TreatmentEffects #PersonalisedTreatments
We are delighted to share our 1st paper (preprint) "Beyond Correlations: The Necessity and the Challenges of Causal AI", which is a roadmap for #AI researchers into the world of #CausalAI. It outlines the rationale and motivation for integrating #causality into AI.
www.techrxiv.org/doi/full/10....
www.techrxiv.org/doi/full/10....
August 20, 2025 at 1:16 PM
We are delighted to share our 1st paper (preprint) "Beyond Correlations: The Necessity and the Challenges of Causal AI", which is a roadmap for #AI researchers into the world of #CausalAI. It outlines the rationale and motivation for integrating #causality into AI.
www.techrxiv.org/doi/full/10....
www.techrxiv.org/doi/full/10....