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PELE scores: pelvic X-ray landmark detection with pelvis extraction and enhancement 期刊论文
INTERNATIONAL JOURNAL OF COMPUTER ASSISTED RADIOLOGY AND SURGERY, 2024, 页码: 12
作者:  Huang, Zhen;  Li, Han;  Shao, Shitong;  Zhu, Heqin;  Hu, Huijie;  Cheng, Zhiwei;  Wang, Jianji;  Kevin Zhou, S.
收藏  |  浏览/下载:5/0  |  提交时间:2024/05/20
Bone extraction  CT structural knowledge  Landmark detection  Pelvis X-rays  
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  
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:7/0  |  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  
AbdomenCT-1K: Is Abdominal Organ Segmentation a Solved Problem? 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2022, 卷号: 44, 期号: 10, 页码: 6695-6714
作者:  Ma, Jun;  Zhang, Yao;  Gu, Song;  Zhu, Cheng;  Ge, Cheng;  Zhang, Yichi;  An, Xingle;  Wang, Congcong;  Wang, Qiyuan;  Liu, Xin;  Cao, Shucheng;  Zhang, Qi;  Liu, Shangqing;  Wang, Yunpeng;  Li, Yuhui;  He, Jian;  Yang, Xiaoping
收藏  |  浏览/下载:27/0  |  提交时间:2022/12/07
Benchmark testing  Liver  Image segmentation  Biological systems  Pancreas  Computed tomography  Kidney  Multi-organ segmentation  generalization  semi-supervised learning  weakly supervised learning  continual learning  
Decoupled pyramid correlation network for liver tumor segmentation from CT images 期刊论文
MEDICAL PHYSICS, 2022, 页码: 15
作者:  Zhang, Yao;  Yang, Jiawei;  Liu, Yang;  Tian, Jiang;  Wang, Siyun;  Zhong, Cheng;  Shi, Zhongchao;  Zhang, Yang;  He, Zhiqiang
收藏  |  浏览/下载:23/0  |  提交时间:2022/12/07
attention mechanism  computed tomography  liver segmentation  liver tumor segmentation  
VoxSeP: semi-positive voxels assist self-supervised 3D medical segmentation 期刊论文
MULTIMEDIA SYSTEMS, 2022, 页码: 16
作者:  Yang, Zijie;  Xie, Lingxi;  Zhou, Wei;  Huo, Xinyue;  Wei, Longhui;  Lu, Jian;  Tian, Qi;  Tang, Sheng
收藏  |  浏览/下载:18/0  |  提交时间:2022/12/07
3D medical image segmentation  Contrastive learning  Self-supervised learning  Unsupervised learning  
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:18/0  |  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  
GAN-based disentanglement learning for chest X-ray rib suppression 期刊论文
MEDICAL IMAGE ANALYSIS, 2022, 卷号: 77, 页码: 14
作者:  Han, Luyi;  Lyu, Yuanyuan;  Peng, Cheng;  Zhou, S. Kevin
收藏  |  浏览/下载:22/0  |  提交时间:2022/12/07
CXR Rib suppression  Domain adaptation  Disentanglement learning  
A Clinical-Radiomic Model for Predicting Indocyanine Green Retention Rate at 15 Min in Patients With Hepatocellular Carcinoma 期刊论文
FRONTIERS IN SURGERY, 2022, 卷号: 9, 页码: 9
作者:  Wu, Ji;  Xie, Feng;  Ji, Hao;  Zhang, Yiyang;  Luo, Yi;  Xia, Lei;  Lu, Tianfei;  He, Kang;  Sha, Meng;  Zheng, Zhigang;  Yong, Junekong;  Li, Xinming;  Zhao, Di;  Yang, Yuting;  Xia, Qiang;  Xue, Feng
收藏  |  浏览/下载:18/0  |  提交时间:2022/12/07
indocyanine green retention rate at 15 min  radiomics  machine learning  post hepatectomy liver failure  hepatocellular carcinoma  
DuDoDR-Net: Dual-domain data consistent recurrent network for simultaneous sparse view and metal artifact reduction in computed tomography 期刊论文
MEDICAL IMAGE ANALYSIS, 2022, 卷号: 75, 页码: 10
作者:  Zhou, Bo;  Chen, Xiongchao;  Zhou, S. Kevin;  Duncan, James S.;  Liu, Chi
收藏  |  浏览/下载:24/0  |  提交时间:2022/06/21
Sparse view  Metal artifact  Computed tomography  Recurrent network  Dual-domain network  Data consistency