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Context-aware network fusing transformer and V-Net for semi-supervised segmentation of 3D left atrium 期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2023, 卷号: 214, 页码: 9
作者:  Zhao, Chenji;  Xiang, Shun;  Wang, Yuanquan;  Cai, Zhaoxi;  Shen, Jun;  Zhou, Shoujun;  Zhao, Di;  Su, Weihua;  Guo, Shijie;  Li, Shuo
收藏  |  浏览/下载：19/0  |  提交时间：2023/07/12
3D MRI  Contextual information  Image segmentation  Semi -supervised learning  Transformers  
LE-UDA: Label-Efficient Unsupervised Domain Adaptation for Medical Image Segmentation 期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2023, 卷号: 42, 期号: 3, 页码: 633-646
作者:  Zhao, Ziyuan;  Zhou, Fangcheng;  Xu, Kaixin;  Zeng, Zeng;  Guan, Cuntai;  Zhou, S. Kevin
收藏  |  浏览/下载：11/0  |  提交时间：2023/12/04
Image segmentation  Adaptation models  Biomedical imaging  Annotations  Adversarial machine learning  Magnetic resonance imaging  Training  Unsupervised domain adaptation  medical image segmentation  cross-modality learning  semi-supervised learning  adversarial learning  
BgNet: Classification of benign and malignant tumors with MRI multi-plane attention learning 期刊论文
FRONTIERS IN ONCOLOGY, 2022, 卷号: 12, 页码: 12
作者:  Liu, Hong;  Jiao, Meng-Lei;  Xing, Xiao-Ying;  Ou-Yang, Han-Qiang;  Yuan, Yuan;  Liu, Jian-Fang;  Li, Yuan;  Wang, Chun-Jie;  Lang, Ning;  Qian, Yue-Liang;  Jiang, Liang;  Yuan, Hui-Shu;  Wang, Xiang-Dong
收藏  |  浏览/下载：20/0  |  提交时间：2023/07/12
tumor classification  deep learning  multi-plane fusion  benign  malignant  
All-Around Real Label Supervision: Cyclic Prototype Consistency Learning for Semi-Supervised Medical Image Segmentation 期刊论文
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2022, 卷号: 26, 期号: 7, 页码: 3174-3184
作者:  Xu, Zhe;  Wang, Yixin;  Lu, Donghuan;  Yu, Lequan;  Yan, Jiangpeng;  Luo, Jie;  Ma, Kai;  Zheng, Yefeng;  Tong, Raymond Kai-yu
收藏  |  浏览/下载：22/0  |  提交时间：2022/12/07
Image segmentation  Prototypes  Biomedical imaging  Perturbation methods  Reliability  Feature extraction  Training  Medical image segmentation  prototype learning  semi-supervised learning  
Benign and malignant diagnosis of spinal tumors based on deep learning and weighted fusion framework on MRI 期刊论文
INSIGHTS INTO IMAGING, 2022, 卷号: 13, 期号: 1, 页码: 11
作者:  Liu, Hong;  Jiao, Menglei;  Yuan, Yuan;  Ouyang, Hanqiang;  Liu, Jianfang;  Li, Yuan;  Wang, Chunjie;  Lang, Ning;  Qian, Yueliang;  Jiang, Liang;  Yuan, Huishu;  Wang, Xiangdong
收藏  |  浏览/下载：26/0  |  提交时间：2022/12/07
Spine tumor  Benign  Malignant  Deep learning  MRI  
Evaluation of Deep Learning-Based Automated Detection of Primary Spine Tumors on MRI Using the Turing Test 期刊论文
FRONTIERS IN ONCOLOGY, 2022, 卷号: 12, 页码: 12
作者:  Ouyang, Hanqiang;  Meng, Fanyu;  Liu, Jianfang;  Song, Xinhang;  Li, Yuan;  Yuan, Yuan;  Wang, Chunjie;  Lang, Ning;  Tian, Shuai;  Yao, Meiyi;  Liu, Xiaoguang;  Yuan, Huishu;  Jiang, Shuqiang;  Jiang, Liang
收藏  |  浏览/下载：27/0  |  提交时间：2022/12/07
spine tumor  Turing test  deep learning  MRI  primary tumor  
OFx: A method of 4D image construction from free-breathing non-gated MRI slice acquisitions of the thorax via optical flux 期刊论文
MEDICAL IMAGE ANALYSIS, 2021, 卷号: 72, 页码: 18
作者:  Hao, You;  Udupa, Jayaram K.;  Tong, Yubing;  Wu, Caiyun;  Li, Hua;  McDonough, Joseph M.;  Lott, Carina;  Qiu, Catherine;  Galagedera, Nirupa;  Anari, Jason B.;  Torigian, Drew A.;  Cahill, Patrick J.
收藏  |  浏览/下载：43/0  |  提交时间：2021/12/01
4D construction  Optical flux  Dynamic MRI  Respiratory signal extraction  
Layers of interstitial fluid flow along a "slit-shaped" vascular adventitia 期刊论文
JOURNAL OF ZHEJIANG UNIVERSITY-SCIENCE B, 2021, 卷号: 22, 期号: 8, 页码: 647-663
作者:  Li, Hongyi;  Lyu, You;  Chen, Xiaoliang;  Li, Bei;  Hua, Qi;  Ji, Fusui;  Yin, Yajun;  Li, Hua
收藏  |  浏览/下载：41/0  |  提交时间：2021/12/01
Vascular adventitia  Interstitial fluid  Connective tissue  Interfacial zone  
Machine Learning in Preoperative Prediction of Postoperative Immediate Remission of Histology-Positive Cushing's Disease 期刊论文
FRONTIERS IN ENDOCRINOLOGY, 2021, 卷号: 12, 页码: 9
作者:  Zhang, Wentai;  Sun, Mengke;  Fan, Yanghua;  Wang, He;  Feng, Ming;  Zhou, Shaohua;  Wang, Renzhi
收藏  |  浏览/下载：38/0  |  提交时间：2021/12/01
Cushing’  s disease  machine learning  transsphenoidal surgery  preoperative prediction  immediate remission  
GNNI U-net:基于组归一化与最近邻插值的MRI左心室轮廓精准分割网络 期刊论文
计算机科学, 2020, 卷号: 47.0, 期号: 008, 页码: 213
作者:  高强;  高敬阳;  赵地
收藏  |  浏览/下载：24/0  |  提交时间：2023/12/04
GNNI  U-net  组归一化  最近邻插值  左心室分割