학술논문
Detection of Dementia Disease using CNN Classifier by Comparing with ANN Classifier
Document Type
Conference
Author
Source
2022 International Conference on Business Analytics for Technology and Security (ICBATS) Business Analytics for Technology and Security (ICBATS), 2022 International Conference on. :1-5 Feb, 2022
Subject
Language
Abstract
Aim: This work presents a comparative analysis of Dementia using CNN classifier to detect dementia with high accuracy and in less run time. Materials and methods: Convolutional neural network (CNN) and Artificial neural network (ANN) classifiers are implemented to detect dementia using 40 MRI brain data sets. Results: From the MATLAB simulation result, the CNN classifier achieves accuracy and detection rate of 96.3% and ANN achieves detection rate with 92.2% accuracy. Attained significant accuracy ratio (