Alzheimer’s Disease Diagnosis Using Machine Learning: A Survey

Cevat Rahebi

Abstract: Alzheimer’s is a neurodegenerative disorder affecting the central nervous system and cognitive processes, explicitly impairing detailed mental analysis. Throughout this condition, the affected individual’s cognitive abilities to process and analyze information gradually deteriorate, resulting in mental decline. In recent years, there has been a notable increase in endeavors aimed at identifying Alzheimer’s disease and addressing its progression. Research studies have demonstrated the significant involvement of genetic factors, stress, and nutrition in developing this condition. The u ...Daha fazlası

Makale 2023 Applied Sciences13 29 Görüntülenme

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Colon Disease Diagnosis with Convolutional Neural Network and Grasshopper Optimization Algorithm

Cevat Rahebi

This paper presents a robust colon cancer diagnosis method based on the feature selection method. The proposed method for colon disease diagnosis can be divided into three steps. In the first step, the images’ features were extracted based on the convolutional neural network. Squeezenet, Resnet-50, AlexNet, and GoogleNet were used for the convolutional neural network. The extracted features are huge, and the number of features cannot be appropriate for training the system. For this reason, the metaheuristic method is used in the second step to reduce the number of features. This research uses ...Daha fazlası

Makale 2023 DIAGNOSTICS 13 ( 10 ) , pp. 1 - 14 121 Görüntülenme