Paul Huang’s research while affiliated with Massachusetts General Hospital and other places

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Publications (2)


Curating and integrating user-generated health data from multiple sources to support healthcare analytics
  • Article
  • Full-text available

January 2018

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346 Reads

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9 Citations

IBM Journal of Research and Development

Chris Kakkanatt

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Michael Benigno

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Margaret Jackson

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[...]

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Curating and Integrating Data from Multiple Sources to Support Healthcare Analytics

August 2015

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53 Reads

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17 Citations

Studies in Health Technology and Informatics

As the volume and variety of healthcare related data continues to grow, the analysis and use of this data will increasingly depend on the ability to appropriately collect, curate and integrate disparate data from many different sources. We describe our approach to and highlight our experiences with the development of a robust data collection, curation and integration infrastructure that supports healthcare analytics. This system has been successfully applied to the processing of a variety of data types including clinical data from electronic health records and observational studies, genomic data, microbiomic data, self-reported data from surveys and self-tracked data from wearable devices from over 600 subjects. The curated data is currently being used to support healthcare analytic applications such as data visualization, patient stratification and predictive modeling.

Citations (2)


... data, health systems are also collecting and attempting to incorporate disparate data sources such as insurance claims data, genomic data, socioeconomic data, and patient-generated health data. 6 The growth of health data has placed an undue burden on our providers and health care workers. They are responsible for a large percentage of the data entered into the EHR. ...

Reference:

The Role of Analytics Governance to Promote Health Care Transformation
Curating and integrating user-generated health data from multiple sources to support healthcare analytics

IBM Journal of Research and Development

... The approach described is only one instance of how user-generated health-related data could add value to research and support public health measures [3]. Moreover, this kind of real-world data can support the development of pharmaceutical innovation, accelerate rare disease diagnosis, and improve chronic disease treatment [4][5][6][7][8][9][10]. ...

Curating and Integrating Data from Multiple Sources to Support Healthcare Analytics
  • Citing Article
  • August 2015

Studies in Health Technology and Informatics