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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  
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  
Alzheimer's Disease Prediction Using EfficientNet and Fastai 会议论文
会议名称: 14th International Conference on Knowledge Science, Engineering, and Management (KSEM). 会议地点: Tokyo, JAPAN. 会议日期: AUG 14-16, 2021
作者:  Kadri, Rahma;  Tmar, Mohamed;  Bouaziz, Bassem
收藏  |  浏览/下载：13/0  |  提交时间：2021/11/19
Alzheimer's prediction  CNN  Transfer learning  Fast.ai  Efficientnet network  
A deep learning based CNN approach on MRI for Alzheimer's disease detection 期刊论文
发表期刊: INTELLIGENT DECISION TECHNOLOGIES-NETHERLANDS. 出版年: 2019, 卷号: 13, 期号: 4, 页码: 495-505
作者:  Roy, Sanjiban Sekhar;  Sikaria, Raghav;  Susan, Aarti
收藏  |  浏览/下载：1/0  |  提交时间：2021/01/08
Backpropagation  Convolutional Neural Networks  deep learning  OASIS  supervised learning  
A Data Augmentation-Based Framework to Handle Class Imbalance Problem for Alzheimer's Stage Detection 期刊论文
发表期刊: IEEE ACCESS. 出版年: 2019, 卷号: 7, 页码: 115528-115539
作者:  Afzal, Sitara;  Maqsood, Muazzam;  Nazir, Faria;  Khan, Umair;  Aadil, Farhan;  Awan, Khalid M.;  Mehmood, Irfan;  Song, Oh-Young
收藏  |  浏览/下载：13/0  |  提交时间：2019/11/29
Transfer learning  AlexNet  convolutional neural network  Alzheimer's disease  augmentation  
A Zernike moment based method for classification of Alzheimer's Disease from structural MRI 会议论文
会议名称: 3rd International Conference on Pattern Analysis and Image Analysis (IPRIA). 会议地点: Shahrekord, IRAN. 会议日期: APR 19-20, 2017
作者:  Shams-Baboli, Aref;  Ezoji, Mehdi
收藏  |  浏览/下载：1/0  |  提交时间：2019/12/09
Alzheimer'  s disease  mild cognitive impairment  magnetic resonance images  Zernike moments  Artificial neural network  
An MR brain images classification technique via the Gaussian Radial Basis Kernel and SVM 会议论文
会议名称: 18th International Conference on Sciences and Techniques of Automatic Control and Computer Engineering (STA). 会议地点: Monastir, TUNISIA. 会议日期: DEC 21-23, 2017
作者:  Neffati, Syrine;  Taouali, Okba
收藏  |  浏览/下载：4/0  |  提交时间：2019/12/09
KPCA  Support vector machine  SVM  medical imaging  feature extraction  classifier  prediagnoses  machine learning  pattern recognition  
A Zernike moment based method for classification of Alzheimer's Disease from structural MRI 会议论文
会议名称: 3rd International Conference on Pattern Analysis and Image Analysis (IPRIA). 会议地点: Shahrekord, IRAN. 会议日期: APR 19-20, 2017
作者:  Shams-Baboli, Aref;  Ezoji, Mehdi
收藏  |  浏览/下载：1/0  |  提交时间：2019/12/09
Alzheimer'  s disease  mild cognitive impairment  magnetic resonance images  Zernike moments  Artificial neural network  
An MR brain images classification technique via the Gaussian Radial Basis Kernel and SVM 会议论文
会议名称: 18th International Conference on Sciences and Techniques of Automatic Control and Computer Engineering (STA). 会议地点: Monastir, TUNISIA. 会议日期: DEC 21-23, 2017
作者:  Neffati, Syrine;  Taouali, Okba
收藏  |  浏览/下载：4/0  |  提交时间：2019/12/09
KPCA  Support vector machine  SVM  medical imaging  feature extraction  classifier  prediagnoses  machine learning  pattern recognition  
Extracting Salient Brain Patterns for Imaging-Based Classification of Neurodegenerative Diseases 期刊论文
发表期刊: IEEE TRANSACTIONS ON MEDICAL IMAGING. 出版年: 2014, 卷号: 33, 期号: 6, 页码: 1262-1274
作者:  Rueda, Andrea;  Gonzalez, Fabio A.;  Romero, Eduardo
收藏  |  浏览/下载：5/0  |  提交时间：2019/11/29
Alzheimer’s disease (AD)  automated pattern recognition  computer-assisted image analysis  magnetic resonance imaging (MRI)  support vector machines (SVMs)