Building a best-in-class automated de-identification tool for electronic health records through ensemble learning

Summary: The presence of personally Silver Headstall and Breast Collar Sets identifiable information (PII) in natural language portions of electronic health records (EHRs) constrains their broad reuse.Despite continuous improvements in automated detection of PII, residual identifiers require manual validation and correction.Here, we describe an aut

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The Fricative Manoeuvre: Dialect Style-Shifting between Castilian and Mexican Spanish in YouTube Interviews with Musician Paul Banks

This study examines style-shifting in the case of Paul Banks, lead singer of the indie rock band Interpol, who spent a substantial amount of time during his adolescence in Spain and Mexico fan keypad and therefore has access to their corresponding dialects.Our results show that Banks uses the dialect Air Filter of the viewers during interviews.We s

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