Browsing FAS Theses and Dissertations by Author "Beam, Andrew L"
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What's Missing from Machine Learning for Medicine? New Methods for Causal Effect Estimation and Representation Learning from EHR Data
Bellamy, David (2023-05-09)This thesis explores the applications of deep learning in clinical and epidemiologic data analysis, focusing on neural networks for causal effect estimation and clinical risk prediction. I claim that neural networks have ...