TY - GEN
T1 - Evolution of the Data Mining and Machine Learning Techniques Used in Health Care
T2 - World Conference on Information Systems and Technologies, WorldCIST 2021
AU - Sanchez Zuleta, Carmen Cecilia
AU - Giraldo Marín, Lillyana María
AU - Vélez Gómez, Juan Felipe
AU - Sanguino Cotte, David
AU - Vargas López, César Augusto
AU - Jaimes Barragán, Fabián Alberto
N1 - Publisher Copyright:
© 2021, The Author(s), under exclusive license to Springer Nature Switzerland AG.
PY - 2021
Y1 - 2021
N2 - The purpose of this scoping review was to observe the evolution of using data mining and machine learning techniques in health care based on the MEDLINE database. We used PRISMA-ScR to observe the techniques evolution and its usage according to the number of scientific publications that reference them from 2000 to 2018. On the basis of the results, we established two search strategies when performing a query about the subject. We also found that the three main techniques used in health care are “cluster,” “support vector machine,” and “neural networks.”
AB - The purpose of this scoping review was to observe the evolution of using data mining and machine learning techniques in health care based on the MEDLINE database. We used PRISMA-ScR to observe the techniques evolution and its usage according to the number of scientific publications that reference them from 2000 to 2018. On the basis of the results, we established two search strategies when performing a query about the subject. We also found that the three main techniques used in health care are “cluster,” “support vector machine,” and “neural networks.”
KW - Database research
KW - Health care
KW - Machine learning
KW - MeSH
KW - Scoping review
UR - http://www.scopus.com/inward/record.url?scp=85107326029&partnerID=8YFLogxK
U2 - 10.1007/978-3-030-72651-5_15
DO - 10.1007/978-3-030-72651-5_15
M3 - Contribución a la conferencia
AN - SCOPUS:85107326029
SN - 9783030726508
T3 - Advances in Intelligent Systems and Computing
SP - 151
EP - 160
BT - Trends and Applications in Information Systems and Technologies
A2 - Rocha, Álvaro
A2 - Adeli, Hojjat
A2 - Dzemyda, Gintautas
A2 - Moreira, Fernando
A2 - Correia, Ana Maria Ramalho
PB - Springer Science and Business Media Deutschland GmbH
Y2 - 30 March 2021 through 2 April 2021
ER -