中国科学院计算技术研究所机构知识库

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	IGU-Aug: Information-Guided Unsupervised Augmentation and Pixel-Wise Contrastive Learning for Medical Image Analysis 期刊论文 IEEE TRANSACTIONS ON MEDICAL IMAGING, 2025, 卷号: 44, 期号: 1, 页码: 154-164 作者:  Quan, Quan;  Yao, Qingsong;  Zhu, Heqin;  Zhou, S. Kevin 收藏  |  浏览/下载：5/0  |  提交时间：2025/06/25 Contrastive learning  Task analysis  Data augmentation  Semantics  Training  Feature extraction  Image segmentation  data augmentation  few-shot learning  landmark detection  segmentation
	Which images to label for few-shot medical image analysis? 期刊论文 MEDICAL IMAGE ANALYSIS, 2024, 卷号: 96, 页码: 12 作者:  Quan, Quan;  Yao, Qingsong;  Zhu, Heqin;  Wang, Qiyuan;  Zhou, S. Kevin 收藏  |  浏览/下载：17/0  |  提交时间：2024/12/06 Few-shot  Contrastive learning  Augmentation
	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：38/0  |  提交时间：2024/05/20 Bone extraction  CT structural knowledge  Landmark detection  Pelvis X-rays
	Deep learning to segment pelvic bones: large-scale CT datasets and baseline models 期刊论文 INTERNATIONAL JOURNAL OF COMPUTER ASSISTED RADIOLOGY AND SURGERY, 2021, 页码: 8 作者:  Liu, Pengbo;  Han, Hu;  Du, Yuanqi;  Zhu, Heqin;  Li, Yinhao;  Gu, Feng;  Xiao, Honghu;  Li, Jun;  Zhao, Chunpeng;  Xiao, Li;  Wu, Xinbao;  Zhou, S. Kevin 收藏  |  浏览/下载：68/0  |  提交时间：2021/12/01 CT dataset  Pelvic segmentation  Deep learning  SDF post-processing