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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  
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  
Brain Extraction in Multiple T1-weighted Magnetic Resonance Imaging slices using Digital Image Processing techniques 期刊论文
发表期刊: IEEE LATIN AMERICA TRANSACTIONS. 出版年: 2022, 卷号: 20, 期号: 5, 页码: 831-838
作者:  Duarte, Kaue T. N.;  Moura, Marinara A. N.;  Martins, Paulo S.;  de Carvalho, Marco A. G.
收藏  |  浏览/下载：28/0  |  提交时间：2022/03/17
Brain  Magnetic resonance imaging  Histograms  Software algorithms  Data mining  Image edge detection  Diseases  Image Processing  Skull Stripping  Brain Extraction  Image Segmentation  Medical Imaging  
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  
Vertical open-bore MRI scanners generate significantly less radiofrequency heating around implanted leads: A study of deep brain stimulation implants in 1.2T OASIS scanners versus 1.5T horizontal systems 期刊论文
发表期刊: MAGNETIC RESONANCE IN MEDICINE. 出版年: 2021
作者:  Kazemivalipour, Ehsan;  Bhusal, Bhumi;  Vu, Jasmine;  Lin, Stella;  Nguyen, Bach Thanh;  Kirsch, John;  Nowac, Elizabeth;  Pilitsis, Julie;  Rosenow, Joshua;  Atalar, Ergin;  Golestanirad, Laleh
收藏  |  浏览/下载：27/0  |  提交时间：2021/07/30
deep brain stimulation  finite element method  medical implants  MR‐  guided neurosurgery  MRI safety  open‐  bore vertical MRI  RF heating  
Amalgamation of Machine Learning and Slice-by-Slice Registration of MRI for Early Prognosis of Cognitive Decline 期刊论文
发表期刊: INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS. 出版年: 2021, 卷号: 12, 期号: 1, 页码: 114-130
作者:  Jain, Manju;  Rai, C. S.;  Jain, Jai;  Gambhir, Deepak
收藏  |  浏览/下载：30/0  |  提交时间：2021/08/05
Brain atrophy  registration  Freesurfer  GLCM  texture features  FDR  decision support system  SVM  AdaBoost  Randomforest Bagging  KNN  Naive Bayes  classification  hyperparameters  GridsearchCV  Sklearn  Python  
Fast and denoise feature extraction based ADMF-CNN with GBML framework for MRI brain image 期刊论文
发表期刊: INTERNATIONAL JOURNAL OF SPEECH TECHNOLOGY. 出版年: 2021, 卷号: 24, 期号: 2, 页码: 529-544
作者:  Sreelakshmi, D.;  Inthiyaz, Syed
收藏  |  浏览/下载：9/0  |  提交时间：2021/08/05
Machine learning  Convolutional neural networks  MRI brain image  Gradient boosting adaptive filter  
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  
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：25/0  |  提交时间：2021/03/08
3D CNN  dementia of Alzheimer's type (DAT)  magnetic resonance imaging  
An enhanced CAD system based on machine Learning Algorithm for brain MRI classification 期刊论文
发表期刊: JOURNAL OF INTELLIGENT & FUZZY SYSTEMS. 出版年: 2021, 卷号: 41, 期号: 1, 页码: 1845-1854
作者:  Neffati, Syrine;  Ben Abdellafou, Khaoula;  Aljuhani, Ahamed;  Taouali, Okba
收藏  |  浏览/下载：18/0  |  提交时间：2021/11/19
Dimensionality reduction  CAD system  Optimization  KLPS  classification