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A Novel Negative-Transfer-Resistant Fuzzy Clustering Model With a Shared Cross-Domain Transfer Latent Space and its Application to Brain CT Image Segmentation 期刊论文
IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, 2021, 卷号: 18, 期号: 1, 页码: 40-52
作者:  Jiang, Yizhang;  Gu, Xiaoqing;  Wu, Dongrui;  Hang, Wenlong;  Xue, Jing;  Qiu, Shi;  Lin, Chin-Teng
Adobe PDF(2388Kb)  |  收藏  |  浏览/下载：185/0  |  提交时间：2021/03/26
Medical image segmentation  fuzzy clustering  transfer learning  negative transfer  
Local difference-based active contour model for medical image segmentation and bias correction 期刊论文
IET Image Processing, 2019, 卷号: 13, 期号: 10, 页码: 1755-1762
作者:  Niu, Yuefeng;  Cao, Jianzhong
Adobe PDF(4660Kb)  |  收藏  |  浏览/下载：214/0  |  提交时间：2019/09/25
image segmentation  medical image processing  two-phase model  medical images  LBDE model  precise segmentation results  comparative models  local difference-based active contour model  medical image segmentation  bias correction  local bias field  difference estimation model  smooth orthogonal basis functions  clustering criterion function  measured image  local region  accurate segmentation results  level set evolution process  
Global structure constrained local shape prior estimation for medical image segmentation 期刊论文
COMPUTER VISION AND IMAGE UNDERSTANDING, 2013, 卷号: 117, 期号: 9, 页码: 1017-1026
作者:  Yan, Pingkun;  Zhang, Wuxia;  Turkbey, Baris;  Choyke, Peter L.;  Li, Xuelong
Adobe PDF(3183Kb)  |  收藏  |  浏览/下载：197/1  |  提交时间：2015/05/29
Target-oriented Shape Modeling  Manifold Learning  Manifold Assumption  Medical Image Segmentation  
MinimalGAN: diverse medical image synthesis for data augmentation using minimal training data 期刊论文
APPLIED INTELLIGENCE
作者:  Zhang, Yipeng;  Wang, Quan;  Hu, Bingliang
Adobe PDF(8189Kb)  |  收藏  |  浏览/下载：112/0  |  提交时间：2022/07/12
Image generation  Data augmentation  Image segmentation  Medical imaging