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Study of multistep Dense U-Net-based automatic segmentation for head MRI scans 期刊论文
发表期刊: MEDICAL PHYSICS. 出版年: 2024, 卷号: 51, 期号: 3, 页码: 2230-2238
作者:  Gi, Yongha;  Oh, Geon;  Jo, Yunhui;  Lim, Hyeongjin;  Ko, Yousun;  Hong, Jinyoung;  Lee, Eunjun;  Park, Sangmin;  Kwak, Taemin;  Kim, Sangcheol;  Yoon, Myonggeun
收藏  |  浏览/下载：30/0  |  提交时间：2024/10/04
convolution neural network  head MRI segmentation  MRI histogram standardization  skull stripping  U-Net  
Superpixel powered autoencoder technique for detecting dementia 期刊论文
发表期刊: EXPERT SYSTEMS. 出版年: 2021
作者:  Bansal, Deepika;  Khanna, Kavita;  Chhikara, Rita;  Dua, Rakesh Kumar;  Malhotra, Rajeev
收藏  |  浏览/下载：39/0  |  提交时间：2022/02/12
autoencoder  dementia  histogram of oriented gradient  magnetic resonance imaging  superpixel  
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：41/0  |  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  
Histogram equalization techniques for enhancement of low radiance retinal images for early detection of diabetic retinopathy 期刊论文
发表期刊: ENGINEERING SCIENCE AND TECHNOLOGY-AN INTERNATIONAL JOURNAL-JESTECH. 出版年: 2019, 卷号: 22, 期号: 3, 页码: 736-745
作者:  Singh, Navdeep;  Kaur, Lakhwinder;  Singh, Kuldeep
收藏  |  浏览/下载：21/0  |  提交时间：2021/11/30
Histogram equalization  Radiance  Retinal image enhancement  Entropy  
Class imbalance learning-driven Alzheimer's detection using hybrid features 期刊论文
发表期刊: INTERNATIONAL JOURNAL OF DISTRIBUTED SENSOR NETWORKS. 出版年: 2019, 卷号: 15, 期号: 2
作者:  Baik, Ran
收藏  |  浏览/下载：28/0  |  提交时间：2019/11/29
Alzheimer's detection  class imbalance learning  histogram of gradients  Fisher linear discriminant analysis  
Approaches to Brain Tissue Quantification with Comparison on Supporting the Detection of Age-Related Dementia in MRI 会议论文
会议名称: International Workshop on Bio-Imaging and Visualization for Patient-Customized Simulations (BIVPCS) / International Workshop on Point-of-Care Ultrasound - Algorithms, Hardware, and Applications (POCUS). 会议地点: Quebec, CANADA. 会议日期: SEP 10-14, 2017
作者:  Guo, Peifang
收藏  |  浏览/下载：14/0  |  提交时间：2019/12/09
Tissue segmentation  Level-set thresholding  The k-means clustering  Greyscale histogram  Dice similarity  Magnetic resonance imaging  
Approaches to Brain Tissue Quantification with Comparison on Supporting the Detection of Age-Related Dementia in MRI 会议论文
会议名称: International Workshop on Bio-Imaging and Visualization for Patient-Customized Simulations (BIVPCS) / International Workshop on Point-of-Care Ultrasound - Algorithms, Hardware, and Applications (POCUS). 会议地点: Quebec, CANADA. 会议日期: SEP 10-14, 2017
作者:  Guo, Peifang
收藏  |  浏览/下载：14/0  |  提交时间：2019/12/09
Tissue segmentation  Level-set thresholding  The k-means clustering  Greyscale histogram  Dice similarity  Magnetic resonance imaging  
Testing a Modified PCA-Based Sharpening Approach for Image Fusion 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2016, 卷号: 8, 期号: 10
作者:  Jelenek, Jan;  Kopackova, Veronika;  Koucka, Lucie;  Misurec, Jan
收藏  |  浏览/下载：26/0  |  提交时间：2019/11/29
sharpening  PCA  histogram matching  empirical line  Landsat 8  ASTER  WorldView-2  Image fusion  
Brain Image Retrieval Using Local Ternary Co-Occurrence Pattern and CDF 9/7 Wavelet 会议论文
会议名称: International Conference on Electronics and Communication Systems (ICECS). 会议地点: Coimbatore, INDIA. 会议日期: FEB 13-14, 2014
作者:  Anju, T. A.;  Chandy, D. Abraham
收藏  |  浏览/下载：30/0  |  提交时间：2019/12/09
Feature extraction  Gabor transforms  Local Ternary Co-occurrence Pattern  Wavelet Transform  Histogram  
Brain Image Retrieval Using Local Ternary Co-Occurrence Pattern and CDF 9/7 Wavelet 会议论文
会议名称: International Conference on Electronics and Communication Systems (ICECS). 会议地点: Coimbatore, INDIA. 会议日期: FEB 13-14, 2014
作者:  Anju, T. A.;  Chandy, D. Abraham
收藏  |  浏览/下载：10/0  |  提交时间：2019/12/09
Feature extraction  Gabor transforms  Local Ternary Co-occurrence Pattern  Wavelet Transform  Histogram