BUILDING A BEST-IN-CLASS AUTOMATED DE-IDENTIFICATION TOOL FOR ELECTRONIC HEALTH RECORDS THROUGH ENSEMBLE LEARNING

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

Summary: The presence of personally 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 automated de-identification system that emp

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Foucault and Capitalist Rationality : A Reconstruction

The relation between the regimes of the accumulation of men and the accumulation of capital is problematised in the works of Michel Foucault.The paper challenges the prevailing wisdom that the relation between these regimes FOLIC ACID is contingent.The fundamentalquestion of the conditions of the possibility of relation between the two regimes is r

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