基于ABVS图像的乳腺病变检出与分类及参数测量

61872030
2018
F0210.计算机图像视频处理与多媒体技术
李艳凤
面上项目
教授
北京交通大学
65万元
参数测量;图像识别;图像理解;深度学习;图像分割
2019-01-01到2022-12-31
  • 中英文摘要
  • 结题摘要
  • 结题报告
  • 项目成果
  • 项目参与人
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序号 标题 类型 作者
1 Mass detection in mammograms by bilateral analysis using convolution neural network 期刊论文 Yanfeng Li;Linlin Zhang;Houjin Chen;Lin Cheng
2 Anchor-free YOLOv3 for mass detection in mammogram 期刊论文 Linlin Zhang;Yanfeng Li;Houjin Chen;Wen Wu;Kuan Chen;Shaokang Wang
3 DSGMFFN: Deepest semantically guided multi-scale feature fusion network for automated lesion segmentation in ABUS images 期刊论文 Zhanyi Cheng;Yanfeng Li;Houjin Chen;Zilu Zhang;Pan Pan;Lin Cheng
4 3D multi-view tumor detection in automated whole breast ultrasound using deep convolutional neural network 期刊论文 Yue Zhou;Houjin Chen;Yanfeng Li;Shu Wang;Lin Cheng;Jupeng Li
5 Cross-Model Attention-Guided Tumor Segmentation for 3D Automated Breast Ultrasound (ABUS) Images 期刊论文 Yue Zhou;Houjin Chen;Yanfeng Li;Xuyang Cao;Shu Wang;Dinggang Shen
6 Classification of pulmonary lesion based on multiparametric MRI: utility of radiomics and comparison of machine learning methods 期刊论文 Xinhui Wang;Qi Wan;Houjin Chen;Yanfeng Li;Xinchun Li
7 Uncertainty Aware Temporal-Ensembling Model for Semi-supervised ABUS Mass Segmentation 期刊论文 Xuyang Cao;Houjin Chen;Yanfeng Li;Yahui Peng;Shu Wang;Lin Cheng
8 Tumor detection using deep learning method in automated breast ultrasound 期刊论文 Zilu Zhang;Yanfeng Li;Wen Wu;Houjin Chen;Lin Cheng;Shu Wang
9 DM-YOLOv5 for ABUS Detection 会议论文 Yanlei Wang;Houjin Chen;Yanfeng Li
10 Adaptive weighting landmark-based group-wise registration on lung DCE-MRI images 期刊论文 Naxin Cai;Houjin Chen;Yanfeng Li;Yahui Peng;Jiaxin Li
11 Dilated densely connected U-Net with uncertainty focus loss for 3D ABUS mass segmentation 期刊论文 Xuyang Cao;Houjin Chen;Yanfeng Li;Yahui Peng;Shu Wang;Lin Cheng
12 Boundary Loss with Non-Euclidean Distance Constraint for ABUS Mass Segmentation 会议论文 Xuyang Cao;Houjin Chen;Yanfeng Li;Yahui Peng;Yue Zhou;Lin Cheng
13 3D Tumor Detection in Automated Breast Ultrasound Using Deep Convolutional Neural Network 期刊论文 Yanfeng Li;Wen Wu;Houjin Chen;Lin Cheng;Shu Wang
14 Multi-task learning for segmentation and classification of tumors in 3D automated breast ultrasound images 期刊论文 Yue Zhou;Houjin Chen;Yanfeng Li;Qin Liu;Xuanang Xu;Shu Wang;Pew-Thian Yap;Dinggang Shen
15 Tumor segmentation in automated whole breast ultrasound using bidirectional LSTM neural network and attention mechanism 期刊论文 Pan Pan;Houjin Chen;Yanfeng Li;Naxin Cai;Lin Cheng;Shu Wang
16 Salient detection network for lung nodule detection in 3D Thoracic MRI Images 期刊论文 Linlin Zhang;Yanfeng Li;Wen Wu;Houjin Chen;Yahui Peng
17 Auto-DenseUNet: Searchable neural network architecture for mass segmentation in 3D automated breast ultrasound 期刊论文 Xuyang Cao;Houjin Chen;Yanfeng Li;Yahui Peng;Yue Zhou;Lin Cheng;Tianming Liu;Dinggang Shen
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