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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  
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  
Comparable Study of Pre-trained Model on Alzheimer Disease Classification 会议论文
会议名称: 21st International Conference on Computational Science and Its Applications (ICCSA). 会议地点: Cagliari, ITALY. 会议日期: SEP 13-16, 2021
作者:  Odusami, Modupe;  Maskeliunas, Rytis;  Damasevicius, Robertas;  Misra, Sanjay
收藏  |  浏览/下载：11/0  |  提交时间：2022/03/18
Alzheimer disease  CNN  Dementia  MR imaging  Transfer learning  
Multi-Method Analysis of Medical Records and MRI Images for Early Diagnosis of Dementia and Alzheimer's Disease Based on Deep Learning and Hybrid Methods 期刊论文
发表期刊: ELECTRONICS. 出版年: 2021, 卷号: 10, 期号: 22
作者:  Mohammed, Badiea Abdulkarem;  Senan, Ebrahim Mohammed;  Rassem, Taha H.;  Makbol, Nasrin M.;  Alanazi, Adwan Alownie;  Al-Mekhlafi, Zeyad Ghaleb;  Almurayziq, Tariq S.;  Ghaleb, Fuad A.
收藏  |  浏览/下载：2/0  |  提交时间：2022/02/12
Alzheimer  dementia  t-SNE algorithm  machine learning  deep learning  hybrid techniques  
Towards Detecting Dementia via Deep Learning 期刊论文
发表期刊: INTERNATIONAL JOURNAL OF HEALTHCARE INFORMATION SYSTEMS AND INFORMATICS. 出版年: 2021, 卷号: 16, 期号: 4
作者:  Bansal, Deepika;  Khanna, Kavita;  Chhikara, Rita;  Dua, Rakesh Kumar;  Malhotra, Rajeev
收藏  |  浏览/下载：19/0  |  提交时间：2022/03/17
Dementia  Machine Learning (ML)  Deep Learning (DL)  Magnetic Resonance Imaging (MRI)  Convolutional Neural Networks (CNN)  Alexnet  
MRI Images Analysis Method for Early Stage Alzheimer's Disease Detection 期刊论文
发表期刊: INTERNATIONAL JOURNAL OF COMPUTER SCIENCE AND NETWORK SECURITY. 出版年: 2020, 卷号: 20, 期号: 9, 页码: 214-220
作者:  Ben Miled, Achraf;  Yeferny, Taoufik;  ben Rabeh, Amira
收藏  |  浏览/下载：2/0  |  提交时间：2021/01/08
Alzheimer Disease  Mild Cognitive Impairment  Magnetic Resonance Imaging  Deep Learning  
天宫一号高光谱遥感场景分类数据集及应用 期刊论文
发表期刊: 遥感学报. 出版年: 2020, 卷号: 24, 期号: 9, 页码: 1077-1087
作者:  刘康;  周壮;  李盛阳;  刘云飞;  万雪;  刘志文;  谭洪;  张万峰
收藏  |  浏览/下载：15/0  |  提交时间：2021/01/08
Tiangong-1  Hyperspectral Imager  scene classification  data set  deep learning  
Alzheimer's disease detection using convolutional neural networks and transfer learning based methods 会议论文
会议名称: 17th International Multi-Conference on Systems, Signals and Devices (SSD). 会议地点: Sfax, TUNISIA. 会议日期: JUL 20-23, 2020
作者:  Zaabi, Marwa;  Smaoui, Nadia;  Derbel, Houda;  Hariri, Walid
收藏  |  浏览/下载：20/0  |  提交时间：2021/08/05
Alzheimer's disease  Region of interest  Classification  Convolutional neural network  Transfer Learning  Alexnet  
CNN Models Performance Analysis on MRI images of OASIS dataset for distinction between Healthy and Alzheimer's patient 会议论文
会议名称: 18th Annual International Conference on Electronics, Information, and Communication (ICEIC). 会议地点: Auckland, NEW ZEALAND. 会议日期: JAN 22-25, 2019
作者:  Khagi, Bijen;  Lee, Bumshik;  Pyun, Jae-Young;  Kwon, Goo-Rak
收藏  |  浏览/下载：6/0  |  提交时间：2019/12/09
Medical MRI images  CNN  Alexnet  Googlenet  Resnet50  CAD