An exploratory study of a NoSQL database for a clinical data repository

Bibliographic Details
Main Author: Hak, Francini Abdul
Publication Date: 2020
Other Authors: Guimarães, Tiago, Abelha, António, Santos, Manuel
Language: eng
Source: Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
Download full: http://hdl.handle.net/1822/68011
Summary: The need to implement a distributed Clinical Data Repository (CDR) at a healthcare facility, rose in large part due to the high volume of data and the discrepancy of their sources. Over the years, Relational Database Management Systems (RDBMS) began to present difficulties in responding to the needs of various organizations when it comes to manipulating a large amount of data and to its scalability. Therefore, it was necessary to explore other techniques to choose the appropriate technology to build the CDR. In this way, NoSQL emerged as a new type of database that is quite useful to work with multiple and different types of data. In addition, NoSQL introduces a number of user-friendly features such as a distributed, scalable, elastic and also fault tolerant system. In this way, Oracle NoSQL Database was the NoSQL solution chosen to develop this case study, using the key-value storage. This article was motivated to propose a CDR architecture based on Oracle NoSQL Database functionalities. A one-single node database was deployed for better comprehension, in order to enhance their features for future implementation.
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spelling An exploratory study of a NoSQL database for a clinical data repositoryClinical Data RepositoryOracle NoSQLNoSQLKey-valueCiências Médicas::Ciências da SaúdeEngenharia e Tecnologia::Engenharia Eletrotécnica, Eletrónica e InformáticaThe need to implement a distributed Clinical Data Repository (CDR) at a healthcare facility, rose in large part due to the high volume of data and the discrepancy of their sources. Over the years, Relational Database Management Systems (RDBMS) began to present difficulties in responding to the needs of various organizations when it comes to manipulating a large amount of data and to its scalability. Therefore, it was necessary to explore other techniques to choose the appropriate technology to build the CDR. In this way, NoSQL emerged as a new type of database that is quite useful to work with multiple and different types of data. In addition, NoSQL introduces a number of user-friendly features such as a distributed, scalable, elastic and also fault tolerant system. In this way, Oracle NoSQL Database was the NoSQL solution chosen to develop this case study, using the key-value storage. This article was motivated to propose a CDR architecture based on Oracle NoSQL Database functionalities. A one-single node database was deployed for better comprehension, in order to enhance their features for future implementation.The work has been supported by FCT – Fundação para a Ciência e Tecnologia within the Project Scope UID/CEC/00319/2019 and DSAIPA/DS/0084/2018.SpringerUniversidade do MinhoHak, Francini AbdulGuimarães, TiagoAbelha, AntónioSantos, Manuel20202020-01-01T00:00:00Zconference paperinfo:eu-repo/semantics/publishedVersionapplication/pdfhttp://hdl.handle.net/1822/68011engHak F., Guimarães T., Abelha A., Santos M. (2020) An Exploratory Study of a NoSQL Database for a Clinical Data Repository. In: Rocha Á., Adeli H., Reis L., Costanzo S., Orovic I., Moreira F. (eds) Trends and Innovations in Information Systems and Technologies. WorldCIST 2020. Advances in Intelligent Systems and Computing, vol 1161. Springer, Cham. https://doi.org/10.1007/978-3-030-45697-9_46978-3-030-45696-22194-535710.1007/978-3-030-45697-9_46978-3-030-45697-9https://link.springer.com/chapter/10.1007%2F978-3-030-45697-9_46info:eu-repo/semantics/openAccessreponame:Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)instname:FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologiainstacron:RCAAP2024-05-11T07:22:30Zoai:repositorium.sdum.uminho.pt:1822/68011Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireinfo@rcaap.ptopendoar:https://opendoar.ac.uk/repository/71602025-05-28T16:24:55.922276Repositórios Científicos de Acesso Aberto de Portugal (RCAAP) - FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologiafalse
dc.title.none.fl_str_mv An exploratory study of a NoSQL database for a clinical data repository
title An exploratory study of a NoSQL database for a clinical data repository
spellingShingle An exploratory study of a NoSQL database for a clinical data repository
Hak, Francini Abdul
Clinical Data Repository
Oracle NoSQL
NoSQL
Key-value
Ciências Médicas::Ciências da Saúde
Engenharia e Tecnologia::Engenharia Eletrotécnica, Eletrónica e Informática
title_short An exploratory study of a NoSQL database for a clinical data repository
title_full An exploratory study of a NoSQL database for a clinical data repository
title_fullStr An exploratory study of a NoSQL database for a clinical data repository
title_full_unstemmed An exploratory study of a NoSQL database for a clinical data repository
title_sort An exploratory study of a NoSQL database for a clinical data repository
author Hak, Francini Abdul
author_facet Hak, Francini Abdul
Guimarães, Tiago
Abelha, António
Santos, Manuel
author_role author
author2 Guimarães, Tiago
Abelha, António
Santos, Manuel
author2_role author
author
author
dc.contributor.none.fl_str_mv Universidade do Minho
dc.contributor.author.fl_str_mv Hak, Francini Abdul
Guimarães, Tiago
Abelha, António
Santos, Manuel
dc.subject.por.fl_str_mv Clinical Data Repository
Oracle NoSQL
NoSQL
Key-value
Ciências Médicas::Ciências da Saúde
Engenharia e Tecnologia::Engenharia Eletrotécnica, Eletrónica e Informática
topic Clinical Data Repository
Oracle NoSQL
NoSQL
Key-value
Ciências Médicas::Ciências da Saúde
Engenharia e Tecnologia::Engenharia Eletrotécnica, Eletrónica e Informática
description The need to implement a distributed Clinical Data Repository (CDR) at a healthcare facility, rose in large part due to the high volume of data and the discrepancy of their sources. Over the years, Relational Database Management Systems (RDBMS) began to present difficulties in responding to the needs of various organizations when it comes to manipulating a large amount of data and to its scalability. Therefore, it was necessary to explore other techniques to choose the appropriate technology to build the CDR. In this way, NoSQL emerged as a new type of database that is quite useful to work with multiple and different types of data. In addition, NoSQL introduces a number of user-friendly features such as a distributed, scalable, elastic and also fault tolerant system. In this way, Oracle NoSQL Database was the NoSQL solution chosen to develop this case study, using the key-value storage. This article was motivated to propose a CDR architecture based on Oracle NoSQL Database functionalities. A one-single node database was deployed for better comprehension, in order to enhance their features for future implementation.
publishDate 2020
dc.date.none.fl_str_mv 2020
2020-01-01T00:00:00Z
dc.type.driver.fl_str_mv conference paper
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/1822/68011
url http://hdl.handle.net/1822/68011
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Hak F., Guimarães T., Abelha A., Santos M. (2020) An Exploratory Study of a NoSQL Database for a Clinical Data Repository. In: Rocha Á., Adeli H., Reis L., Costanzo S., Orovic I., Moreira F. (eds) Trends and Innovations in Information Systems and Technologies. WorldCIST 2020. Advances in Intelligent Systems and Computing, vol 1161. Springer, Cham. https://doi.org/10.1007/978-3-030-45697-9_46
978-3-030-45696-2
2194-5357
10.1007/978-3-030-45697-9_46
978-3-030-45697-9
https://link.springer.com/chapter/10.1007%2F978-3-030-45697-9_46
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Springer
publisher.none.fl_str_mv Springer
dc.source.none.fl_str_mv reponame:Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
instname:FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologia
instacron:RCAAP
instname_str FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologia
instacron_str RCAAP
institution RCAAP
reponame_str Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
collection Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
repository.name.fl_str_mv Repositórios Científicos de Acesso Aberto de Portugal (RCAAP) - FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologia
repository.mail.fl_str_mv info@rcaap.pt
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