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LA-Net: layer attention network for 3D-to-2D retinal vessel segmentation in OCTA images 期刊论文
PHYSICS IN MEDICINE AND BIOLOGY, 2024, 卷号: 69, 期号: 4, 页码: 15
作者:  Yang, Chaozhi;  Li, Bei;  Xiao, Qian;  Bai, Yun;  Li, Yachuan;  Li, Zongmin;  Li, Hongyi;  Li, Hua
收藏  |  浏览/下载：3/0  |  提交时间：2024/05/20
retinal vessel segmentation  3D-to-2D  multi-scale layer attention  reverse boundary attention  OCTA volume  
Panoptic Segmentation with Convex Object Representation 期刊论文
COMPUTER JOURNAL, 2023, 页码: 11
作者:  Yao, Zhicheng;  Wang, Sa;  Zhu, Jinbin;  Bao, Yungang
收藏  |  浏览/下载：2/0  |  提交时间：2024/05/20
deep learning  computer vision  image segmentation  panoptic segmentation  instance representation  
DeepHipp: accurate segmentation of hippocampus using 3D dense-block based on attention mechanism 期刊论文
BMC MEDICAL IMAGING, 2023, 卷号: 23, 期号: 1, 页码: 15
作者:  Wang, Han;  Lei, Cai;  Zhao, Di;  Gao, Liwei;  Gao, Jingyang
收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04
Segmentation of hippocampus  Deep learning  Dense block, Attention, Data augmentation  
Local Feature Matters: Cascade Multi-Scale MLP for Edge Segmentation of Medical Images 期刊论文
IEEE TRANSACTIONS ON NANOBIOSCIENCE, 2023, 卷号: 22, 期号: 4, 页码: 828-835
作者:  Lv, Jinkai;  Hu, Yuyong;  Fu, Quanshui;  Hu, Yuqiang;  Lv, Lin;  Yang, Guoqing;  Li, Jinpeng;  Zhao, Yi
收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04
MLP  medical image segmentation  semantic segmentation  
Large Scale Visual Food Recognition 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 8, 页码: 9932-9949
作者:  Min, Weiqing;  Wang, Zhiling;  Liu, Yuxin;  Luo, Mengjiang;  Kang, Liping;  Wei, Xiaoming;  Wei, Xiaolin;  Jiang, Shuqiang
收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04
Image recognition  Visualization  Task analysis  Benchmark testing  Representation learning  Training  Semantics  Food dataset  food recognition  large-scale datasets  fine-grained recognition  
Histopathological bladder cancer gene mutation prediction with hierarchical deep multiple-instance learning 期刊论文
MEDICAL IMAGE ANALYSIS, 2023, 卷号: 87, 页码: 13
作者:  Yan, Rui;  Shen, Yijun;  Zhang, Xueyuan;  Xu, Peihang;  Wang, Jun;  Li, Jintao;  Ren, Fei;  Ye, Dingwei;  Zhou, S. Kevin
收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04
Bladder cancer  Contrastive learning  Gene mutation prediction  Histopathological image analysis  Multiple instance learning  
GLIM-Net: Chronic Glaucoma Forecast Transformer for Irregularly Sampled Sequential Fundus Images 期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2023, 卷号: 42, 期号: 6, 页码: 1875-1884
作者:  Hu, Xiaoyan;  Zhang, Ling-Xiao;  Gao, Lin;  Dai, Weiwei;  Han, Xiaoguang;  Lai, Yu-Kun;  Chen, Yiqiang
收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04
Transformers  Feature extraction  Predictive models  Image segmentation  Deep learning  Biomedical imaging  Task analysis  Glaucoma forecast  transformer  attention mechanism  fundus image  
Semi-Supervised CT Lesion Segmentation Using Uncertainty-Based Data Pairing and SwapMix 期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2023, 卷号: 42, 期号: 5, 页码: 1546-1562
作者:  Qiao, Pengchong;  Li, Han;  Song, Guoli;  Han, Hu;  Gao, Zhiqiang;  Tian, Yonghong;  Liang, Yongsheng;  Li, Xi;  Zhou, S. Kevin;  Chen, Jie
收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04
Lesions  Image segmentation  Computed tomography  Uncertainty  Training  Predictive models  Data models  Semi-supervised learning  lesion segmentation  unreliable pseudo labels  
Image-to-Image Translation for Data Augmentation on Multimodal Medical Images 期刊论文
IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, 2023, 卷号: E106D, 期号: 5, 页码: 686-696
作者:  Peng, Yue;  Meng, Zuqiang;  Yang, Lina
收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04
data augmentation  image-to-image translation  gliomas  
Transforming medical imaging with Transformers? A comparative review of key properties, current progresses, and future perspectives 期刊论文
MEDICAL IMAGE ANALYSIS, 2023, 卷号: 85, 页码: 38
作者:  Li, Jun;  Chen, Junyu;  Tang, Yucheng;  Wang, Ce;  Landman, Bennett A.;  Zhou, S. Kevin
收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04
Transformer  Medical imaging  Survey