“…While identifying PHI for removal or anonymization remains an open challenge, simply redacting texts overlooks one of the more fundamental aspects of recent biomedical informatics, which has incorporated a focus on ontology-driven development (Mortensen et al, 2012;Ye et al, 2009;Tao et al, 2013;Sari et al, 2013;Omran et al, 2009;Lumsden et al, 2011;Pathak et al, 2009). In a domain like healthcare -where information is dense, diverse, and specialized -an ontology allows representing knowledge in a usable manner, because it describes a framework for clearly defining known terms and their relationships (Hakimpour and Geppert, 2005;Lee et al, 2006;Pieterse and Kourie, 2014;Strohmaier et al, 2013;Kapoor and Sharma, 2010). Once the data has been formally described via an ontology, new applications become apparent.…”