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20202026
most citedA Survey on Causal Discovery Methods for I.I.D. and Time Series Data

18 citations · 33 across the 14 of their papers we have counts for

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Showing 2022Show all

2 papers · 1 filter

cs.LG2022

Causal Discovery on the Effect of Antipsychotic Drugs on Delirium Patients in the ICU using Large EHR Dataset

Riddhiman Adib, Md Osman Gani, Sheikh Iqbal Ahamed +1

Delirium occurs in about 80% cases in the Intensive Care Unit (ICU) and is associated with a longer hospital stay, increased mortality and other related issues. Delirium does not h…

cs.AI2022★ 2 cited

CKH: Causal Knowledge Hierarchy for Estimating Structural Causal Models from Data and Priors

Riddhiman Adib, Md Mobasshir Arshed Naved, Chih-Hao Fang +5

Structural causal models (SCMs) provide a principled approach to identifying causation from observational and experimental data in disciplines ranging from economics to medicine. H…