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Zhang M, Gong X, Ma W, Wen L, Wang Y, Yao H. A Study on the Correlation Between Age-Related Macular Degeneration and Alzheimer's Disease Based on the Application of Artificial Neural Network. Front Public Health 2022; 10:925147. [PMID: 35844883 PMCID: PMC9280183 DOI: 10.3389/fpubh.2022.925147] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2022] [Accepted: 05/11/2022] [Indexed: 11/13/2022] Open
Abstract
Age-related Macular Degeneration (AMD) is a kind of irreversible vision loss or disease caused by retinal pigment epithelial cells and neuroretinal degeneration, which has become the main cause of vision loss and blindness of the elderly over 65 years old in developed countries. The main clinical manifestations are cognitive decline, mental symptoms and behavioral disorders, and the gradual decline of daily living ability. In this paper, a feature extraction method of electroencephalogram (EEG) signal based on multi-spectral image fusion of multi-brain regions is proposed based on artificial neural network (ANN). In this method, the brain is divided into several different brain regions, and the EEG signals of different brain regions are transformed into several multispectral images by combining with the multispectral image transformation method. Using Alzheimer's disease (AD) classification algorithm, the depth residual network model pre-trained in ImageNet was transferred to sMRI data set for fine adjustment, instead of training a brand-new model from scratch. The results show that the proposed method solves the problem of few available medical image samples and shortens the training time of ANN model.
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Affiliation(s)
- Meng Zhang
- Histology and Embryology Section, Qiqihar Medical University, Qiqihar, China
| | - Xuewu Gong
- The Second Affiliated Hospital of Qiqihar Medical University, Qiqihar, China
| | - Wenhui Ma
- Computer Experimental Teaching Center, Qiqihar Medical University, Qiqihar, China
| | - Libo Wen
- Physiology Section, Qiqihar Medical University, Qiqihar, China
| | - Yuejing Wang
- Histology and Embryology Section, Qiqihar Medical University, Qiqihar, China
| | - Hongbo Yao
- Histology and Embryology Section, Qiqihar Medical University, Qiqihar, China
- *Correspondence: Hongbo Yao
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