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CORONAL SLICES SEGMENTATION OF MRI IMAGES USING ACTIVE CONTOUR METHOD ON INITIAL IDENTIFICATION OF ALZHEIMER SEVERITY LEVEL BASED ON CLINICAL DEMENTIA RATING (CDR) 期刊论文
发表期刊: JOURNAL OF ENGINEERING SCIENCE AND TECHNOLOGY. 出版年: 2019, 卷号: 14, 期号: 3, 页码: 1672-1686
作者:  Supriyanti, Retno;  Subhi, Ays Rahmadian;  Ramadhani, Yogi;  Widodo, Haris B.
收藏  |  浏览/下载：1/0  |  提交时间：2021/01/08
Active contour method  Alzheimer  Coronal slices  Hippocampal  Ventricular  
An efficient content-basedmedical image indexing and retrieval using local texture feature descriptors 期刊论文
发表期刊: INTERNATIONAL JOURNAL OF MULTIMEDIA INFORMATION RETRIEVAL. 出版年: 2019, 卷号: 8, 期号: 4, 页码: 217-231
作者:  Biswas, Ranjit;  Roy, Sudipta;  Purkayastha, Debraj
收藏  |  浏览/下载：6/0  |  提交时间：2021/01/08
Local binary pattern (LBP)  Threshold local binary AND pattern (TLBAP)  Local adjacent neighborhood average difference pattern (LANADP)  Feature extraction  Medical image retrieval  
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  
An improved machine learning technique based on downsized KPCA for Alzheimer's disease classification 期刊论文
发表期刊: INTERNATIONAL JOURNAL OF IMAGING SYSTEMS AND TECHNOLOGY. 出版年: 2019, 卷号: 29, 期号: 2, 页码: 121-131
作者:  Neffati, Syrine;  Ben Abdellafou, Khaoula;  Jaffel, Ines;  Taouali, Okba;  Bouzrara, Kais
收藏  |  浏览/下载：11/0  |  提交时间：2019/11/29
Alzheimer's disease  downsized kernel principal component analysis  medical image diagnosis  mksvm  multiobjective optimization  
FLAIR(2) improves LesionTOADS automatic segmentation of multiple sclerosis lesions in non-homogenized, multi-center, 2D clinical magnetic resonance images 期刊论文
发表期刊: NEUROIMAGE-CLINICAL. 出版年: 2019, 卷号: 23
作者:  Le, M.;  Tang, L. Y. W.;  Hernandez-Torres, E.;  Jarrett, M.;  Brosch, T.;  Metz, L.;  Li, D. K. B.;  Traboulsee, A.;  Tam, R. C.;  Rauscher, A.;  Wiggermann, V
收藏  |  浏览/下载：11/0  |  提交时间：2019/11/29
FLAIR  FLAIR(2)  Segmentation  Lesion volume  Performance evaluation  Multi-center  
Dementia Detection and Classification from MRI Images Using Deep Neural Networks and Transfer Learning 会议论文
会议名称: 15th International Work-Conference on Artificial Neural Networks (IWANN). 会议地点: SPAIN. 会议日期: JUN 12-14, 2019
作者:  Bidani, Amen;  Gouider, Mohamed Salah;  Travieso-Gonzalez, Carlos M.
收藏  |  浏览/下载：0/0  |  提交时间：2021/11/30
Dementia  MRI  Bag of feature  K-means  Deep Machine Learning  DCNN  Transfer Learning  
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：5/0  |  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：14/0  |  提交时间：2019/11/29
Transfer learning  AlexNet  convolutional neural network  Alzheimer's disease  augmentation  
Computer-Aided Diagnosis System of Alzheimer's Disease Based on Multimodal Fusion: Tissue Quantification Based on the Hybrid Fuzzy-Genetic-Possibilistic Model and Discriminative Classification Based on the SVDD Model 期刊论文
发表期刊: BRAIN SCIENCES. 出版年: 2019, 卷号: 9, 期号: 10
作者:  Lazli, Lilia;  Boukadoum, Mounir;  Mohamed, Otmane Ait
收藏  |  浏览/下载：26/0  |  提交时间：2020/03/23
Alzheimer's disease  CAD system  multimodal fusion  tissue volume quantification  bias corrected FCM clustering  genetic optimization  possibilistic FCM clustering  SVDD classifier  
Classification of Alzheimer's Disease with and without Imagery Using Gradient Boosted Machines and ResNet-50 期刊论文
发表期刊: BRAIN SCIENCES. 出版年: 2019, 卷号: 9, 期号: 9
作者:  Fulton, Lawrence, V;  Dolezel, Diane;  Harrop, Jordan;  Yan, Yan;  Fulton, Christopher P.
收藏  |  浏览/下载：1/0  |  提交时间：2019/11/29
Alzheimer's disease  extreme gradient boosting  deep residual learning  convolutional neural networks  machine learning  dementia