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SM-SegNet: A Lightweight Squeeze M-SegNet for Tissue Segmentation in Brain MRI Scans 期刊论文
发表期刊: SENSORS. 出版年: 2022, 卷号: 22, 期号: 14
作者:  Yamanakkanavar, Nagaraj;  Choi, Jae Young;  Lee, Bumshik
收藏  |  浏览/下载:20/0  |  提交时间:2024/09/20
brain MRI  combined-connection  convolutional neural network  fire module  tissue segmentation  
A Squeeze U-SegNet Architecture Based on Residual Convolution for Brain MRI Segmentation 期刊论文
发表期刊: IEEE ACCESS. 出版年: 2022, 卷号: 10, 页码: 52804-52817
作者:  Dayananda, Chaitra;  Choi, Jae Young;  Lee, Bumshik
收藏  |  浏览/下载:17/0  |  提交时间:2024/09/20
Image segmentation  Magnetic resonance imaging  Decoding  Computer architecture  Convolutional neural networks  Convolution  Computational modeling  Brain tissue  residual connection  fire module  magnetic resonance imaging  
Automatic segmentation of brain MRI using a novel patch-wise U-net deep architecture 期刊论文
发表期刊: PLOS ONE. 出版年: 2020, 卷号: 15, 期号: 8
作者:  Lee, Bumshik;  Yamanakkanavar, Nagaraj;  Choi, Jae Young
收藏  |  浏览/下载:21/0  |  提交时间:2021/01/07
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  
Using Deep CNN with Data Permutation Scheme for Classification of Alzheimer's Disease in Structural Magnetic Resonance Imaging (sMRI) 期刊论文
发表期刊: IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS. 出版年: 2019, 卷号: E102D, 期号: 7, 页码: 1384-1395
作者:  Lee, Bumshik;  Ellahi, Waqas;  Choi, Jae Young
收藏  |  浏览/下载:38/0  |  提交时间:2019/11/29
structural magnetic resonance imaging (sMRI)  grey matter (GM)  white matter (WM)  Alzheimer's disease (AD)  normal controls (NC)  
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