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3D brain image-based Alzheimer's disease detection techniques using fish swarm optimizer's deep convolution Siamese neural network 期刊论文
发表期刊: EXPERT SYSTEMS. 出版年: 2022
作者:  Sampath, Rajaram;  Baskar, Manickam
收藏  |  浏览/下载：66/0  |  提交时间：2022/03/17
3D MRI brain image  Alzheimer's disease  biomarker features  deep convolution Siamese neural network  feature extraction  fish swarm optimizer  image enhancement  segmentation  
Towards an early diagnosis of Alzheimer disease: a precise and parallel image segmentation approach via derived hybrid cross entropy thresholding method 期刊论文
发表期刊: MULTIMEDIA TOOLS AND APPLICATIONS. 出版年: 2022
作者:  Rawas, Soha;  El-Zaart, Ali
收藏  |  浏览/下载：13/0  |  提交时间：2022/03/17
Alzheimer's disease  Segmentation  Entropy thresholding  Hybrid distributions  Parallel computing  
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  
Generating Longitudinal Atrophy Evaluation Datasets on Brain Magnetic Resonance Images Using Convolutional Neural Networks and Segmentation Priors 期刊论文
发表期刊: NEUROINFORMATICS. 出版年: 2021, 卷号: 19, 期号: 3, 页码: 477-492
作者:  Bernal, Jose;  Valverde, Sergi;  Kushibar, Kaisar;  Cabezas, Mariano;  Oliver, Arnau;  Llado, Xavier
收藏  |  浏览/下载：9/0  |  提交时间：2021/07/30
Cerebral atrophy  Longitudinal atrophy synthesis  Image generation  Convolutional neural networks  Brain MRI  
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  
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  
Evaluating the Effect of Intensity Standardisation on Longitudinal Whole Brain Atrophy Quantification in Brain Magnetic Resonance Imaging 期刊论文
发表期刊: APPLIED SCIENCES-BASEL. 出版年: 2021, 卷号: 11, 期号: 4
作者:  Carvajal-Camelo, Emily E.;  Bernal, Jose;  Oliver, Arnau;  Llado, Xavier;  Trujillo, Maria
收藏  |  浏览/下载：3/0  |  提交时间：2021/07/30
intensity standardisation  FSL-SIENA  longitudinal atrophy quantification  brain magnetic resonance imaging  
Construction of MRI-Based Alzheimer's Disease Score Based on Efficient 3D Convolutional Neural Network: Comprehensive Validation on 7,902 Images from a Multi-Center Dataset 期刊论文
发表期刊: JOURNAL OF ALZHEIMERS DISEASE. 出版年: 2021, 卷号: 79, 期号: 1, 页码: 47-58
作者:  Yee, Evangeline;  Ma, Da;  Popuri, Karteek;  Wang, Lei;  Beg, Mirza Faisal
收藏  |  浏览/下载：26/0  |  提交时间：2021/03/08
3D CNN  dementia of Alzheimer's type (DAT)  magnetic resonance imaging  
Multi-Racial Normative Data for Lobar and Subcortical Brain Volumes in Old Age: Korean and Caucasian Norms May Be Incompatible With Each Other 期刊论文
发表期刊: FRONTIERS IN AGING NEUROSCIENCE. 出版年: 2021, 卷号: 13
作者:  Choi, Yu Yong;  Lee, Jang Jae;  Choi, Kyu Yeong;  Choi, Uk-Su;  Seo, Eun Hyun;  Choo, I. L. Han;  Kim, Hoowon;  Song, Min-Kyung;  Choi, Seong-Min;  Cho, Soo Hyun;  Choe, Youngshik;  Kim, Byeong C.;  Lee, Kun Ho
收藏  |  浏览/下载：11/0  |  提交时间：2021/11/19
aging  norm  ethnic difference  Alzheimer's disease  brain magnetic resonance imaging  
Clinica: An Open-Source Software Platform for Reproducible Clinical Neuroscience Studies 期刊论文
发表期刊: FRONTIERS IN NEUROINFORMATICS. 出版年: 2021, 卷号: 15
作者:  Routier, Alexandre;  Burgos, Ninon;  Diaz, Mauricio;  Bacci, Michael;  Bottani, Simona;  El-Rifai, Omar;  Fontanella, Sabrina;  Gori, Pietro;  Guillon, Jeremy;  Guyot, Alexis;  Hassanaly, Ravi;  Jacquemont, Thomas;  Lu, Pascal;  Marcoux, Arnaud;  Moreau, Tristan;  Samper-Gonzalez, Jorge;  Teichmann, Marc;  Thibeau-Sutre, Elina;  Vaillant, Ghislain;  Wen, Junhao;  Wild, Adam;  Habert, Marie-Odile;  Durrleman, Stanley;  Colliot, Olivier
收藏  |  浏览/下载：3/0  |  提交时间：2021/11/19
neuroimaging  software  pipeline  data processing and analysis  machine learning  multimodal neuroimaging data