DocumentCode
3344827
Title
Data mining and electronic devices applied to quality of life related to health data
Author
Goncalves, Joaquim ; Reis, Luis Paulo ; Faria, Brigida Monica ; Carvalho, Victor ; Rocha, Alvaro
Author_Institution
LIACC - Lab. Intel. Artificial e Cienc. de, EST/IPCA - Esc. Super. de Tecnol., Porto, Portugal
fYear
2015
fDate
17-20 June 2015
Firstpage
1
Lastpage
4
Abstract
The development of new technologies, information systems, decision support systems and clinical parameters prediction algorithms using machine learning and data mining opens a new perspective in many area of health. In this context, relevance presents the concept of Quality of Life (QOL) in health and the possibility of developing Support Systems Clinical Decision (SADC) that use it. Through individual expectation of physical well-being, psychological, mental, emotional and spiritual patients, discussed variables and measures the quality of research area of life, we intend to make a study of data to establish correlations with laboratory, pharmaceutical data, socio-economic, among others, obtaining knowledge in terms of behavioral patterns of chronic patients, achieving a number of reliable data and easily accessible, capable of enhancing the decision-making process by the specialized medical teams, seeking to improve treatments and consequently the related quality of life with the Health chronically ill. This paper studied and compared related studies that develop systems for decision support and prediction in the clinical area, with emphasis on studies in the area of quality of life.
Keywords
data mining; decision support systems; health care; medical computing; QOL; SADC; data mining; electronic devices; health data; quality of life; support systems clinical decision; Bioinformatics; Data mining; Decision making; Decision support systems; Medical services; Monitoring; Systematics; Data-Mining; Quality of Life; Support Systems Decision;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Systems and Technologies (CISTI), 2015 10th Iberian Conference on
Conference_Location
Aveiro
Type
conf
DOI
10.1109/CISTI.2015.7170627
Filename
7170627
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