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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：97/0  |  提交时间：2022/03/18
Alzheimer's disease detection  AlexNet  MRI brain images  Machine learning  
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：65/0  |  提交时间：2022/03/17
Dementia  Machine Learning (ML)  Deep Learning (DL)  Magnetic Resonance Imaging (MRI)  Convolutional Neural Networks (CNN)  Alexnet  
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：40/0  |  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：23/0  |  提交时间：2019/12/09
Medical MRI images  CNN  Alexnet  Googlenet  Resnet50  CAD  
Transfer Learning Assisted Classification and Detection of Alzheimer's Disease Stages Using 3D MRI Scans 期刊论文
发表期刊: SENSORS. 出版年: 2019, 卷号: 19, 期号: 11
作者:  Maqsood, Muazzam;  Nazir, Faria;  Khan, Umair;  Aadil, Farhan;  Jamal, Habibullah;  Mehmood, Irfan;  Song, Oh-young
收藏  |  浏览/下载：26/0  |  提交时间：2019/11/29
Alzheimer's Detection  AlexNet  ImageNet  transfer learning  contrast stretching  K-Mean clustering  
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：48/0  |  提交时间：2019/11/29
Transfer learning  AlexNet  convolutional neural network  Alzheimer's disease  augmentation  
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: Inst Elect & Informat Engineers, 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：19/0  |  提交时间：2019/12/09
Medical MRI images  CNN  Alexnet  Googlenet  Resnet50  CAD