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http://hdl.handle.net/10071/17540
acessibilidade
Title: Merging data diversity of clinical medical records to improve effectiveness
Authors: Helgheim, B. I.
Maia, R.
Ferreira, J. C.
Martins, A. L.
Keywords: Big data
Data
ETL
Framework
Integration
Knowledge
Medical records
Extract-transform and load
Issue Date: 2019
Publisher: MDPI
Abstract: Medicine is a knowledge area continuously experiencing changes. Every day, discoveries and procedures are tested with the goal of providing improved service and quality of life to patients. With the evolution of computer science, multiple areas experienced an increase in productivity with the implementation of new technical solutions. Medicine is no exception. Providing healthcare services in the future will involve the storage and manipulation of large volumes of data (big data) from medical records, requiring the integration of different data sources, for a multitude of purposes, such as prediction, prevention, personalization, participation, and becoming digital. Data integration and data sharing will be essential to achieve these goals. Our work focuses on the development of a framework process for the integration of data from different sources to increase its usability potential. We integrated data from an internal hospital database, external data, and also structured data resulting from natural language processing (NPL) applied to electronic medical records. An extract-transform and load (ETL) process was used to merge different data sources into a single one, allowing more effective use of these data and, eventually, contributing to more efficient use of the available resources.
Peer reviewed: yes
URI: http://hdl.handle.net/10071/17540
DOI: 10.3390/ijerph16050769
ISSN: 1660-4601
Ciência-IUL: https://ciencia.iscte-iul.pt/id/ci-pub-57583
Accession number: WOS:000462664200094
Appears in Collections:ISTAR-RI - Artigos em revistas científicas internacionais com arbitragem científica
BRU-RI - Artigos em revistas científicas internacionais com arbitragem científica

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