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The analysis of social, communication and information networks for identifying patterns, evolutionary characteristics and anomalies is a key problem for the military, for instance in the Intelligence community. Current techniques do not have the ability to discern unusual features or patterns that are not a priori known. We investigate the use of deep learning for network analysis. Over the last few...
Over the past decade, the application of data science techniques to clinical data has allowed practitioners and researchers to develop a sundry of analytical models. These models have traditionally relied on structured data drawn from Electronic Medical Records (EMR). Yet, a large portion of EMR data remains unstructured, primarily held within clinical notes. While recent work has produced techniques...
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