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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  
Superpixel powered autoencoder technique for detecting dementia 期刊论文
发表期刊: EXPERT SYSTEMS. 出版年: 2021
作者:  Bansal, Deepika;  Khanna, Kavita;  Chhikara, Rita;  Dua, Rakesh Kumar;  Malhotra, Rajeev
收藏  |  浏览/下载：17/0  |  提交时间：2022/02/12
autoencoder  dementia  histogram of oriented gradient  magnetic resonance imaging  superpixel  
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  
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：12/0  |  提交时间：2021/11/19
Graph convolutional neural network  Signals on surfaces  Chebyshev polynomial  Hermite polynomial  Laguerre polynomial  Laplace-Beltrami operator  
Alzheimer's disease detection using depthwise separable convolutional neural networks 期刊论文
发表期刊: COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE. 出版年: 2021, 卷号: 203
作者:  Liu, Junxiu;  Li, Mingxing;  Luo, Yuling;  Yang, Su;  Li, Wei;  Bi, Yifei
收藏  |  浏览/下载：12/0  |  提交时间：2021/07/30
Depthwise separable convolution  Alzheimer's disease  Deep learning  Transfer learning  
Machine Learning for Diagnosis of AD and Prediction of MCI Progression From Brain MRI Using Brain Anatomical Analysis Using Diffeomorphic Deformation 期刊论文
发表期刊: FRONTIERS IN NEUROLOGY. 出版年: 2021, 卷号: 11
作者:  Syaifullah, Ali Haidar;  Shiino, Akihiko;  Kitahara, Hitoshi;  Ito, Ryuta;  Ishida, Manabu;  Tanigaki, Kenji
收藏  |  浏览/下载：3/0  |  提交时间：2021/07/30
artificial inteligence  cognitive impairment  Alzheheimer&apos  s disease  machine learning  support vector machine  magnetic resonance imaging  ADNI  
Computational Modeling of Dementia Prediction Using Deep Neural Network: Analysis on OASIS Dataset 期刊论文
发表期刊: IEEE ACCESS. 出版年: 2021, 卷号: 9, 页码: 42449-42462
作者:  Basheer, Shakila;  Bhatia, Surbhi;  Sakri, Sapiah Binti
收藏  |  浏览/下载：16/0  |  提交时间：2021/07/30
Feature extraction  Deep learning  Magnetic resonance imaging  Machine learning  Predictive models  Neuroimaging  Prediction algorithms  Dementia  Alzheimer’  s disease  neural network models  machine learning  deep learning  convolutional neural networks  capsule networks  
Peak-Clearance-Rate as index for detection of Alzheimer's Disease using C-11-PiB PET imaging 会议论文
会议名称: Conference on Medical Imaging - Biomedical Applications in Molecular, Structural, and Functional Imaging. 会议地点: ELECTR NETWORK. 会议日期: FEB 15-19, 2021
作者:  Sun, Tao
收藏  |  浏览/下载：10/0  |  提交时间：2021/11/19
Alzheimer's Disease  PiB imaging  PET imaging  dynamic imaging  
A Machine Learning Approach for Diagnosing Neurological Disorders using Longitudinal Resting-State fMRI 会议论文
会议名称: 11th International Conference on Cloud Computing, Data Science and Engineering (Confluence). 会议地点: Amity Univ, Amity Sch Engn & Technol, ELECTR NETWORK. 会议日期: JAN 28-29, 2021
作者:  Devika, K.;  Oruganti, V. Ramana Murthy
收藏  |  浏览/下载：3/0  |  提交时间：2021/11/19
Autism Spectrum Disorder  Alzheimer's disease  ABIDE II  OASIS-3  Neuroimaging  Longitudinal analysis  Functional MRI  
Predicting Brain Amyloid Using Multivariate Morphometry Statistics, Sparse Coding, and Correntropy: Validation in 1,101 Individuals From the ADNI and OASIS Databases 期刊论文
发表期刊: FRONTIERS IN NEUROSCIENCE. 出版年: 2021, 卷号: 15
作者:  Wu, Jianfeng;  Dong, Qunxi;  Gui, Jie;  Zhang, Jie;  Su, Yi;  Chen, Kewei;  Thompson, Paul M.;  Caselli, Richard J.;  Reiman, Eric M.;  Ye, Jieping;  Wang, Yalin
收藏  |  浏览/下载：2/0  |  提交时间：2021/11/19
Alzheimer's disease  hippocampal multivariate morphometry statistics  Dictionary and Correntropy-induced Sparse Coding  beta-amyloid burden  ADNI and OASIS database