Combining Convolutional Neural Network (CNN) and Grad-CAM for Parkinson’s Disease Prediction and Visual Explanation

Combining Convolutional Neural Network (CNN) and Grad-CAM for Parkinson’s Disease Prediction and Visual Explanation

Parkinson's disease is one of the types of neurological diseases that is caused by the destruction of brain cells that produce dopamine. Early detection of Parkinson's disease is an important factor in slowing the progression of the disease. In this study, a Convolutional Neural Network (C...

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Bibliographic Details
Main Authors: Reyhaneh Dehghan, Marjan Naderan, Seyed Enayatallah Alavi
Format: Article
Language:fas
Published: University of Qom 2024-09-01
Series:مدیریت مهندسی و رایانش نرم
Subjects:
parkinson's disease (pd)
convolutional neural network (cnn)
spect images
data augmentation
grad-cam
Online Access:https://jemsc.qom.ac.ir/article_3048_7cf9cbcc4c7b5f32d1ac349f6c06be46.pdf
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