Computational Intelligence Conceptions to Automated Diagnosis: Feature Grouping for Performance Improvement
Francisco Assis de Oliveira Nascimento, Raimundo Guimarães Saraiva, Edilaine Gonçalves Costa de Faria, Tony Alexandre Medeiros, João Luiz Azevedo de Carvalho · Brazilian Archives of Biology and Technology · 2023
HIGHLIGHTS An integrated framework for feature extraction in medical images is proposed. It is investigated the automatic diagnosis in chest X-ray images using several algorithms. It is show that performance is increased when different feature extraction algorithms are merged. Experiments were performed with fourteen different IA algorithms and the results were compared.