Soft Real Time Processing Pipeline for Healthcare Related Events

Detalhes bibliográficos
Autor(a) principal: Correia, Jaime Filipe Carvalho Pereira
Data de Publicação: 2016
Tipo de documento: Dissertação
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10316/97348
Resumo: Relatório de Estágio do Mestrado em Engenharia Informática apresentado à Faculdade de Ciências e Tecnologia da Universidade de Coimbra.
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spelling Soft Real Time Processing Pipeline for Healthcare Related Eventsbusiness intelligenceaggregationreal timesoft real timestream processingbatch processingin memorydatabasenoSQLvisualizationRelatório de Estágio do Mestrado em Engenharia Informática apresentado à Faculdade de Ciências e Tecnologia da Universidade de Coimbra.Data analytics and business intelligence approaches have proven their potential for assisting decision making and in some cases even achieve complete automation. The healthcare industry, public and private, generates and stores large amounts of data. Such data is valuable not only for internal usage but also for commercialization as data centric services, relevant to the surrounding markets and organization, such as the pharmaceutical complex. MedicineOne is a Portuguese technological company that develops and commercializes electronic health record (EHR) and clinic management systems (CMSs). Aware of their privileged position, the company decided to build a soft real time platform to support healthcare event aggregation, analysis and visualization. Building this new system will outfit the company with the necessary technological infrastructure and expertise to start providing new services to their clients, empowering them with insight from their operational data. The extracted intelligence creates conditions to streamline internal processes and improve resource allocation. A direct consequence is better healthcare. Companies operating abroad in homologous positions have proven that this business model is viable. There is a clear demand from the pharmaceutical industry for ways to measure, in a short time-frame, the success of their products and services and how they rank among competitors. Access to healthcare events as they happen would give institutions such as governments and pharmacies an understanding of the state of the healthcare system as well as the health of the general population. It would also make it possible to accurately determine the demand for drugs and diagnostic tests, increasing efficiency. During this project, the intern was responsible for studying the state of the art and become proficient enough to build a scalable soft real time data ingestion platform capable of receiving and aggregating events form CMS / EHR and make them available for processing and querying.2016-09-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesishttp://hdl.handle.net/10316/97348http://hdl.handle.net/10316/97348engCorreia, Jaime Filipe Carvalho Pereirainfo:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2022-05-25T04:38:49Zoai:estudogeral.uc.pt:10316/97348Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T21:15:24.596991Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv Soft Real Time Processing Pipeline for Healthcare Related Events
title Soft Real Time Processing Pipeline for Healthcare Related Events
spellingShingle Soft Real Time Processing Pipeline for Healthcare Related Events
Correia, Jaime Filipe Carvalho Pereira
business intelligence
aggregation
real time
soft real time
stream processing
batch processing
in memory
database
noSQL
visualization
title_short Soft Real Time Processing Pipeline for Healthcare Related Events
title_full Soft Real Time Processing Pipeline for Healthcare Related Events
title_fullStr Soft Real Time Processing Pipeline for Healthcare Related Events
title_full_unstemmed Soft Real Time Processing Pipeline for Healthcare Related Events
title_sort Soft Real Time Processing Pipeline for Healthcare Related Events
author Correia, Jaime Filipe Carvalho Pereira
author_facet Correia, Jaime Filipe Carvalho Pereira
author_role author
dc.contributor.author.fl_str_mv Correia, Jaime Filipe Carvalho Pereira
dc.subject.por.fl_str_mv business intelligence
aggregation
real time
soft real time
stream processing
batch processing
in memory
database
noSQL
visualization
topic business intelligence
aggregation
real time
soft real time
stream processing
batch processing
in memory
database
noSQL
visualization
description Relatório de Estágio do Mestrado em Engenharia Informática apresentado à Faculdade de Ciências e Tecnologia da Universidade de Coimbra.
publishDate 2016
dc.date.none.fl_str_mv 2016-09-01
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/masterThesis
format masterThesis
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/10316/97348
http://hdl.handle.net/10316/97348
url http://hdl.handle.net/10316/97348
dc.language.iso.fl_str_mv eng
language eng
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron:RCAAP
instname_str Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron_str RCAAP
institution RCAAP
reponame_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
collection Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
repository.name.fl_str_mv Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
repository.mail.fl_str_mv
_version_ 1799134050870362112

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