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04/28/2022
Causal Discovery on the Effect of Antipsychotic Drugs on Delirium Patients in the ICU using Large EHR Dataset
Delirium occurs in about 80 associated with a longer hospital stay, incr...
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04/28/2022
Pragmatic Clinical Trials in the Rubric of Structural Causal Models
Explanatory studies, such as randomized controlled trials, are targeted ...
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04/28/2022
CKH: Causal Knowledge Hierarchy for Estimating Structural Causal Models from Data and Priors
Structural causal models (SCMs) provide a principled approach to identif...
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10/28/2020
Structural Causal Model with Expert Augmented Knowledge to Estimate the Effect of Oxygen Therapy on Mortality in the ICU
Recent advances in causal inference techniques, more specifically, in th...
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07/20/2020
Collaborative Cloud Computing Framework for Health Data with Open Source Technologies
The proliferation of sensor technologies and advancements in data collec...
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06/22/2020
