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Double-branch U-Net for multi-scale organ segmentation 期刊论文
METHODS, 2022, 卷号: 205, 页码: 220-225
Authors:  Liu, Yuhao;  Qin, Caijie;  Yu, Zhiqian;  Yang, Ruijie;  Suqing, Tian;  Liu, Xia;  Ma, Xibo
Favorite  |  View/Download：40/0  |  Submit date：2022/09/19
Multi -scale segmentation  Organ segmentation  Medical image  
A shape-guided deep residual network for automated CT lung segmentation 期刊论文
KNOWLEDGE-BASED SYSTEMS, 2022, 卷号: 250, 页码: 10
Authors:  Yang, Lei;  Gu, Yuge;  Huo, Benyan;  Liu, Yanhong;  Bian, Guibin
Favorite  |  View/Download：36/0  |  Submit date：2022/09/19
Deep network architecture  Medical image analysis  Shape stream network  Residual unit  Attention fusion unit  
CellNet: A Lightweight Model towards Accurate LOC-Based High-Speed Cell Detection 期刊论文
ELECTRONICS, 2022, 卷号: 11, 期号: 9, 页码: 20
Authors:  Long, Xianlei;  Ishii, Idaku;  Gu, Qingyi
Adobe PDF(1681Kb)  |  Favorite  |  View/Download：54/2  |  Submit date：2022/07/25
cell detection  high-speed vision  convolutional neural network (CNN)  efficient convolutional block  medical image analysis  
Meta Ordinal Regression Forest for Medical Image Classification With Ordinal Labels 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 7, 页码: 1233-1247
Authors:  Yiming Lei;  Haiping Zhu;  Junping Zhang;  Hongming Shan
Adobe PDF(2123Kb)  |  Favorite  |  View/Download：47/6  |  Submit date：2022/06/27
Convolutional neural network (CNNs)  medical image classification  meta-learning  ordinal regression  random forest  
Mass Image Synthesis in Mammogram with Contextual Information Based on GANs 期刊论文
COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2021, 卷号: 202, 期号: 2021, 页码: 9
Authors:  Shen, Tianyu;  Hao, Kunkun;  Gou, Chao;  Wang, Fei-Yue
Adobe PDF(2029Kb)  |  Favorite  |  View/Download：131/9  |  Submit date：2021/05/17
medical image synthesis  generative adversarial network  mammogram  mass detection  
Collaborative Adversarial Networks for Joint Synthesis and Segmentation of X-ray Breast Mass Images 会议论文
, Shanghai, China, 2020-11-06
Authors:  Shen, Tianyu;  Gou, Chao;  Wang, Jiangong;  Wang, Fei-Yue
Adobe PDF(1628Kb)  |  Favorite  |  View/Download：68/11  |  Submit date：2021/06/16
generative adversarial network  medical image synthesis  mass segmentation  X-ray breast mass  
Encoding-decoding Network With Pyramid Self-attention Module for Retinal Vessel Segmentation 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 6, 页码: 973-980
Authors:  Cong-Zhong Wu
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Retina vessel segmentation  deep learning  U-Net  attention mechanism  medical image  
Domain Transform Network for Photoacoustic Tomography from Limited-view and Sparsely Sampled Data 期刊论文
Photoacoustics, 2020, 卷号: 19, 期号: 19, 页码: 100190
Authors:  Tong Tong;  Wenhui Huang;  Kun Wang;  Zicong He;  Lin Yin;  Xin Yang;  Shuixing Zhang;  Jie Tian
Adobe PDF(9199Kb)  |  Favorite  |  View/Download：86/17  |  Submit date：2020/11/02
Deep learning  Photoacoustic tomography  Domain transformation  Medical image reconstruction  
Applying maximally stable extremal regions and local binary patterns for guide-wire detecting in percutaneous coronary intervention 期刊论文
IET IMAGE PROCESSING, 2019, 卷号: 13, 期号: 13, 页码: 2579-2586
Authors:  Pusit, Prasong;  Xie, Xiao-Liang;  Hou, Zeng-Guang
View  |  Adobe PDF(2646Kb)  |  Favorite  |  View/Download：174/32  |  Submit date：2020/03/30
blood vessels  medical image processing  surgery  image sequences  video signal processing  image filtering  object detection  X-ray imaging  object tracking  stroke width variation filter  region detection  local binary patterns  guide-wire recognition  conventional MSER methods  maximally stable extremal regions  guide-wire position  anatomical skeleton contours  training data  X-ray video sequence  percutaneous coronary intervention surgery  region area range filter  X-ray video monitoring  guide-wire tip detection  modified multifilters  training templates  
Spatial non-local attention for thoracic disease diagnosis and visualisation in weakly supervised learning 期刊论文
IET IMAGE PROCESSING, 2019, 卷号: 13, 期号: 11, 页码: 1922-1930
Authors:  Yang, Menglin;  Li, Ding;  Zhang, Wensheng
Favorite  |  View/Download：122/0  |  Submit date：2019/12/16
feature extraction  diseases  medical image processing  patient diagnosis  image segmentation  image classification  supervised learning  image annotation  thoracic disease diagnosis  weakly supervised learning  computer-aided diagnosis  coarse image-level annotations  pathological area  nonlocal aware features  fine-grained expertise  clinical diagnosis  visualisation method  chest X-ray dataset  spatial nonlocal attention mechanism  ResNet-SNA