Literature DB >> 24887521

Big data and the electronic health record.

Steve G Peters1, James D Buntrock.   

Abstract

The electronic medical record has evolved from a digital representation of individual patient results and documents to information of large scale and complexity. Big Data refers to new technologies providing management and processing capabilities, targeting massive and disparate data sets. For an individual patient, techniques such as Natural Language Processing allow the integration and analysis of textual reports with structured results. For groups of patients, Big Data offers the promise of large-scale analysis of outcomes, patterns, temporal trends, and correlations. The evolution of Big Data analytics moves us from description and reporting to forecasting, predictive modeling, and decision optimization.

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Year:  2014        PMID: 24887521     DOI: 10.1097/JAC.0000000000000037

Source DB:  PubMed          Journal:  J Ambul Care Manage        ISSN: 0148-9917


  7 in total

Review 1.  Focus on China: should clinicians engage in research? and lessons from other countries.

Authors:  Zhongheng Zhang; Gavin P Winston; Hai-Tao Zhao; Edwin H G Oei; Qiyong Ai; Romaric Loffroy; Ting Lin; Yaxing Shen; Chin K Ng; Hua Liu; A Cahid Civelek; Zhijun Han; Yong-Ming He; Ling-Yan Ji; Yi-Xiáng J Wáng
Journal:  Quant Imaging Med Surg       Date:  2014-10

2.  Big data and clinical research: perspective from a clinician.

Authors:  Zhongheng Zhang
Journal:  J Thorac Dis       Date:  2014-12       Impact factor: 2.895

3.  What Does Big Data Mean for Wearable Sensor Systems? Contribution of the IMIA Wearable Sensors in Healthcare WG.

Authors:  S J Redmond; N H Lovell; G Z Yang; A Horsch; P Lukowicz; L Murrugarra; M Marschollek
Journal:  Yearb Med Inform       Date:  2014-08-15

Review 4.  Electronic Health Records: Then, Now, and in the Future.

Authors:  R S Evans
Journal:  Yearb Med Inform       Date:  2016-05-20

5.  How can Big Data Analytics Support People-Centred and Integrated Health Services: A Scoping Review.

Authors:  Timo Schulte; Sabine Bohnet-Joschko
Journal:  Int J Integr Care       Date:  2022-06-16       Impact factor: 2.913

Review 6.  Big Data Analytics for Genomic Medicine.

Authors:  Karen Y He; Dongliang Ge; Max M He
Journal:  Int J Mol Sci       Date:  2017-02-15       Impact factor: 5.923

7.  Analysis of Benzodiazepine Prescription Practices in Elderly Appalachians with Dementia via the Appalachian Informatics Platform: Longitudinal Study.

Authors:  Niharika Bhardwaj; Alfred A Cecchetti; Usha Murughiyan; Shirley Neitch
Journal:  JMIR Med Inform       Date:  2020-08-04
  7 in total

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