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3D brain image-based Alzheimer's disease detection techniques using fish swarm optimizer's deep convolution Siamese neural network
期刊论文
发表期刊: EXPERT SYSTEMS. 出版年: 2022
作者:
Sampath, Rajaram
;
Baskar, Manickam
收藏
  |  
浏览/下载:66/0
  |  
提交时间:2022/03/17
3D MRI brain image
Alzheimer's disease
biomarker features
deep convolution Siamese neural network
feature extraction
fish swarm optimizer
image enhancement
segmentation
Towards an early diagnosis of Alzheimer disease: a precise and parallel image segmentation approach via derived hybrid cross entropy thresholding method
期刊论文
发表期刊: MULTIMEDIA TOOLS AND APPLICATIONS. 出版年: 2022
作者:
Rawas, Soha
;
El-Zaart, Ali
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2022/03/17
Alzheimer's disease
Segmentation
Entropy thresholding
Hybrid distributions
Parallel computing
AlexNet approach for early stage Alzheimer's disease detection from MRI brain images
会议论文
会议名称: 1st International Conference on Computations in Materials and Applied Engineering (CMAE). 会议地点: INDIA. 会议日期: MAY 01-02, 2021
作者:
Kumar, L. Sathish
;
Hariharasitaraman, S.
;
Narayanasamy, Kanagaraj
;
Thinakaran, K.
;
Mahalakshmi, J.
;
Pandimurugan, V
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2022/03/18
Alzheimer's disease detection
AlexNet
MRI brain images
Machine learning
Phenolic composition, antioxidant and enzyme inhibitory activities of Parkia biglobosa (Jacq.) Benth., Tithonia diversifolia (Hemsl) A. Gray, and Crossopteryx febrifuga (Afzel.) Benth
期刊论文
发表期刊: ARABIAN JOURNAL OF CHEMISTRY. 出版年: 2022, 卷号: 15, 期号: 4
作者:
Tamfu, Alfred Ngenge
;
Roland, Ndoubalem
;
Mfifen, Aristide Munvera
;
Kucukaydin, Selcuk
;
Gaye, Monde
;
Botezatu, Andreea Veronica
;
Duru, Mehmet Emin
;
Dinica, Rodica Mihaela
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2022/03/17
Tithonia diversifolia
Parkia Biglobosa
Crossopteryx febrifuga
Antioxidant
Anticholinesterase
Alzheimer's disease
a-Amylase inhibition
a-Glucosidase inhibition
Antidiabetic activity
Lightweight deep residual network for Alzheimer's disease classification using sMRI slices
期刊论文
发表期刊: JOURNAL OF INTELLIGENT & FUZZY SYSTEMS. 出版年: 2022, 卷号: 42, 期号: 3, 页码: 1885-1893
作者:
Zhang, Yanteng
;
Teng, Qizhi
;
Qing, Linbo
;
Liu, Yan
;
He, Xiaohai
收藏
  |  
浏览/下载:30/0
  |  
提交时间:2022/03/17
Deep learning
ghost module
residual network
AD classification
Sex Differences in Alzheimer's Disease Revealed by Free-Water Diffusion Tensor Imaging and Voxel-Based Morphometry
期刊论文
发表期刊: JOURNAL OF ALZHEIMERS DISEASE. 出版年: 2022, 卷号: 85, 期号: 1
作者:
Bergamino, Maurizio
;
Keeling, Elizabeth G.
;
Baxter, Leslie C.
;
Sisco, Nicholas J.
;
Walsh, Ryan R.
;
Stokes, Ashley M.
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2022/03/17
Alzheimer's disease
diffusion tensor MRI
free-water DTI
sexual dimorphism
voxel-based morphometry
Identification of key stabilizing interactions of amyloid-beta oligomers based on fragment molecular orbital calculations on macrocyclic beta-hairpin peptides
期刊论文
发表期刊: PROTEINS-STRUCTURE FUNCTION AND BIOINFORMATICS. 出版年: 2021
作者:
Firouzi, Rohoullah
;
Noohi, Bahare
收藏
  |  
浏览/下载:23/0
  |  
提交时间:2021/11/29
amyloid oligomers
amyloid-beta
fragment molecular orbital
macrocyclic peptides
protein-protein interaction
stabilizing interactions
Detection of Alzheimer's disease using grey wolf optimization based clustering algorithm and deep neural network from magnetic resonance images
期刊论文
发表期刊: DISTRIBUTED AND PARALLEL DATABASES. 出版年: 2021
作者:
Suresha, Halebeedu Subbaraya
;
Parthasarathy, Srirangapatna Sampathkumaran
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2021/07/30
Alzheimer disease recognition and classification
Deep neural network
Grey wolf optimization based clustering algorithm
Histogram equalization
ReliefF algorithm
Amalgamation of Machine Learning and Slice-by-Slice Registration of MRI for Early Prognosis of Cognitive Decline
期刊论文
发表期刊: INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS. 出版年: 2021, 卷号: 12, 期号: 1, 页码: 114-130
作者:
Jain, Manju
;
Rai, C. S.
;
Jain, Jai
;
Gambhir, Deepak
收藏
  |  
浏览/下载:30/0
  |  
提交时间:2021/08/05
Brain atrophy
registration
Freesurfer
GLCM
texture features
FDR
decision support system
SVM
AdaBoost
Randomforest Bagging
KNN
Naive Bayes
classification
hyperparameters
GridsearchCV
Sklearn
Python
Revisiting convolutional neural network on graphs with polynomial approximations of Laplace-Beltrami spectral filtering
期刊论文
发表期刊: NEURAL COMPUTING & APPLICATIONS. 出版年: 2021
作者:
Huang, Shih-Gu
;
Chung, Moo K.
;
Qiu, Anqi
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2021/11/19
Graph convolutional neural network
Signals on surfaces
Chebyshev polynomial
Hermite polynomial
Laguerre polynomial
Laplace-Beltrami operator