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TransMatch: A Transformer-Based Multilevel Dual-Stream Feature Matching Network for Unsupervised Deformable Image Registration 期刊论文
发表期刊: IEEE TRANSACTIONS ON MEDICAL IMAGING. 出版年: 2024, 卷号: 43, 期号: 1, 页码: 15-27
作者:  Chen, Zeyuan;  Zheng, Yuanjie;  Gee, James C.
收藏  |  浏览/下载：19/0  |  提交时间：2024/10/04
Deformable image registration  feature matching  transformer  dual-stream  multilevel  unsupervised deep learning  brain MRI  
Multi-class classification of Alzheimer's disease detection from 3D MRI image using ML techniques and its performance analysis 期刊论文
发表期刊: MULTIMEDIA TOOLS AND APPLICATIONS. 出版年: 2024, 卷号: 83, 期号: 11, 页码: 33527-33554
作者:  Biswas, Rashni;  Gini, J. Rolant
收藏  |  浏览/下载：23/0  |  提交时间：2024/10/04
Alzheimer's  Feature fusion  Hippocampi  MRI image  Machine learning  Random forest  
A Robust Distributed Deep Learning Approach to Detect Alzheimer's Disease from MRI Images 期刊论文
发表期刊: MATHEMATICS. 出版年: 2023, 卷号: 11, 期号: 12
作者:  Ghosh, Tapotosh;  Palash, Md Istakiak Adnan;  Yousuf, Mohammad Abu;  Hamid, Md. Abdul;  Monowar, Muhammad Mostafa;  Alassafi, Madini O.
收藏  |  浏览/下载：16/0  |  提交时间：2024/09/29
federated learning  Alzheimer's disease  medical imaging  MRI image  
Convolution Neural Networks and Self-Attention Learners for Alzheimer Dementia Diagnosis from Brain MRI 期刊论文
发表期刊: SENSORS. 出版年: 2023, 卷号: 23, 期号: 3
作者:  Carcagni, Pierluigi;  Leo, Marco;  Del Coco, Marco;  Distante, Cosimo;  De Salve, Andrea
收藏  |  浏览/下载：13/0  |  提交时间：2024/09/29
assistive technology  MRI  medical image analysis  computer-aided diagnosis  masked auto-encoders  deep learning  vision transformers  
Hybrid D-OCapNet: Automated Multi-Class Alzheimer's Disease Classification in Brain MRI Using Hybrid Dense Optimal Capsule Network 期刊论文
发表期刊: INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE. 出版年: 2023, 卷号: 37, 期号: 15
作者:  Nisha, A. V.;  Rajasekaran, M. Pallikonda;  Kottaimalai, R.;  Vishnuvarthanan, G.;  Arunprasath, T.;  Muneeswaran, V.
收藏  |  浏览/下载：14/0  |  提交时间：2024/09/29
Deep learning  Alzheimer's disease (AD)  brain MRI image data  hybrid D-OCapNet  Bald eagle optimization  multiview fuzzy clustering  brain tissues  
Enhancement of Medical Images through an Iterative McCann Retinex Algorithm: A Case of Detecting Brain Tumor and Retinal Vessel Segmentation 期刊论文
发表期刊: APPLIED SCIENCES-BASEL. 出版年: 2022, 卷号: 12, 期号: 16
作者:  Almalki, Yassir Edrees;  Jandan, Nisar Ahmed;  Soomro, Toufique Ahmed;  Ali, Ahmed;  Kumar, Pardeep;  Irfan, Muhammad;  Keerio, Muhammad Usman;  Rahman, Saifur;  Alqahtani, Ali;  Alqhtani, Samar M.;  Hakami, Mohammed Awaji M.;  Saeed, Alqahtani S.;  Aldhabaan, Waleed A.;  Khairallah, Abdulrahman Samir
收藏  |  浏览/下载：16/0  |  提交时间：2024/09/20
retinal images  brain MRI  brain tumor detection  retinal vessel segmentation  McCann Retinex algorithm  image enhancement  image contrast  peak signal-to-noise ratio (PSNR)  
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：97/0  |  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  
A robust machine learning approach for multiclass Alzheimer's disease detection using 3D brain magnetic resonance images 期刊论文
发表期刊: JOURNAL OF ENGINEERING RESEARCH. 出版年: 2022, 卷号: 10, 期号: 2A, 页码: 82-94
作者:  Reddy, G. Nagarjuna;  Nagireddy, K.
收藏  |  浏览/下载：17/0  |  提交时间：2024/09/20
GLCM  3D SIFT  HOG-TOP features  CLBPSM-TOP  Alzheimer's disease (AD)  3D magnetic resonance image (3D MRI)  
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：30/0  |  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：20/0  |  提交时间：2021/07/30
Cerebral atrophy  Longitudinal atrophy synthesis  Image generation  Convolutional neural networks  Brain MRI