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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Modified Humic Acid from Peat Soils with Magnetite (Ha-Fe3O4) by Using Sonochemical Technology for Gold Recovery

Sonochemical technology is a technology that involves ultrasonic waves in chemical reactions.In this study, humic acid isolated from peat soil has been successfully modified with magnetite (HA-Fe3O4) using sonochemical technology.Characterization of the physical and chemical properties of HA-Fe3O4 was carried out using FTIR, XRD, SEM and VSM.HA-Fe3

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Strategi Peningkatan Kompetensi Aparatur Sipil Negara Melalui Peningkatan E-Literasi dan Edukasi Kebijakan Publik

E-literacy and education are important components in improving the quality of human resources needed in an organization.The purpose of this study is to reveal the importance of e-literacy and public policy education.The State Civil Apparatus (ASN) requires e-literacy and education to improve performance results so that public services can be maximi

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