A Case Based Methodology for Problem Solving aiming at Knee Osteoarthritis Detection


Autoria(s): Esteves, Marisa; Vicente, Henrique; Machado, José; Alves, Victor; Neves, José
Contribuinte(s)

Herawan, Tutut

Ghazali, Rozaida

Nawi, Nazri M.

Deris, Mustafa M.

Data(s)

10/01/2017

10/01/2017

2017

Resumo

Knee osteoarthritis is the most common type of arthritis and a major cause of impaired mobility and disability for the ageing populations. Therefore, due to the increasing prevalence of the malady, it is expected that clinical and scientific practices had to be set in order to detect the problem in its early stages. Thus, this work will be focused on the improvement of methodologies for problem solving aiming at the development of Artificial Intelligence based decision support system to detect knee osteoarthritis. The framework is built on top of a Logic Programming approach to Knowledge Representation and Reasoning, complemented with a Case Based approach to computing that caters for the handling of incomplete, unknown, or even self-contradictory information.

Identificador

Esteves, M., Vicente, H., Machado, J., Alves, V. & Neves, J., A Case Based Methodology for Problem Solving aiming at Knee Osteoarthritis Detection. In T. Herawan, R. Ghazali, N. M. Nawi & M. M. Deris, Eds., Recent Advances on Soft Computing and Data Mining, Advances in Intelligent Systems and Computing, Vol. 549, pp. 274–284, Springer International Publishing, Cham, Switzerland, 2017.

Cham, Switzerland

978-3-319-51279-2

2194-5357

http://link.springer.com/chapter/10.1007/978-3-319-51281-5_28

http://hdl.handle.net/10174/19698

11

marisa.araujo.esteves@gmail.com

hvicente@uevora.pt

jmac@di.uminho.pt

valves@di.uminho.pt

jneves@di.uminho.pt

10.1007/978-3-319-51281-5_28

Idioma(s)

eng

Publicador

Springer International Publishing

Direitos

openAccess

Palavras-Chave #Knee Osteoarthritis #Knee X-Ray #Image Feature Extraction #Knowledge Representation and Reasoning #Logic Programming #Case-Based Reasoning
Tipo

bookPart