AIMC Topic: Effect Modifier, Epidemiologic

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Marginal Structural Models with Counterfactual Effect Modifiers.

The international journal of biostatistics Jun 8, 2018
UNLABELLED: In health and social sciences, research questions often involve systematic assessment of the modification of treatment causal effect by patient characteristics. In longitudinal settings, time-varying or post-intervention effect modifiers ...
Humans Machine Learning Computer Simulation Models, Statistical Data Interpretation, Statistical Effect Modifier, Epidemiologic
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Interpreting Medical Information Using Machine Learning and Individual Conditional Expectation.

Studies in health technology and informatics Jan 1, 2015
Recently, machine-learning techniques have spread many fields. However, machine-learning is still not popular in medical research field due to difficulty of interpreting. In this paper, we introduce a method of interpreting medical information using ...
Humans Machine Learning Algorithms Electronic Health Records Decision Support Systems, Clinical Natural Language Processing Data Interpretation, Statistical Data Mining Outcome Assessment, Health Care Likelihood Functions Effect Modifier, Epidemiologic
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