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Deep learning model for the automated detection and classification of central canal and neural foraminal stenosis upon cervical spine magnetic resonance imaging 期刊论文
BMC MEDICAL IMAGING, 2024, 卷号: 24, 期号: 1, 页码: 9
作者:  Zhang, Enlong;  Yao, Meiyi;  Li, Yuan;  Wang, Qizheng;  Song, Xinhang;  Chen, Yongye;  Liu, Ke;  Zhao, Weili;  Xing, Xiaoying;  Zhou, Yan;  Meng, Fanyu;  Ouyang, Hanqiang;  Chen, Gongwei;  Jiang, Liang;  Lang, Ning;  Jiang, Shuqiang;  Yuan, Huishu
收藏  |  浏览/下载：8/0  |  提交时间：2025/06/25
Deep learning  MRI  Cervical spinal stenosis  Convolutional neural network  
Automated Segmentation and Classification of Knee Synovitis Based on MRI Using Deep Learning 期刊论文
ACADEMIC RADIOLOGY, 2024, 卷号: 31, 期号: 4, 页码: 1518-1527
作者:  Wang, Qizheng;  Yao, Meiyi;  Song, Xinhang;  Liu, Yandong;  Xing, Xiaoying;  Chen, Yongye;  Zhao, Fangbo;  Liu, Ke;  Cheng, Xiaoguang;  Jiang, Shuqiang;  Lang, Ning
收藏  |  浏览/下载：46/0  |  提交时间：2024/12/06
Knee  Synovitis  Magnetic resonance imaging  Deep learning  Diagnosis  
Multi-Object Navigation Using Potential Target Position Policy Function 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2023, 卷号: 32, 页码: 2608-2619
作者:  Zeng, Haitao;  Song, Xinhang;  Jiang, Shuqiang
收藏  |  浏览/下载：38/0  |  提交时间：2023/12/04
Navigation  Task analysis  Semantics  Visualization  Reinforcement learning  Trajectory  Three-dimensional displays  Multi-object navigation  object navigation  embodied AI  
TransWeaver: Weave Image Pairs for Class Agnostic Common Object Detection 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2023, 卷号: 32, 页码: 2947-2959
作者:  Guo, Xiaoqian;  Li, Xiangyang;  Wang, Yaowei;  Jiang, Shuqiang
收藏  |  浏览/下载：40/0  |  提交时间：2023/12/04
Proposals  Object detection  Task analysis  Feature extraction  Visualization  Training  Measurement  Common object detection  transweaver  transformer  
Composite Object Relation Modeling for Few-Shot Scene Recognition 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2023, 卷号: 32, 页码: 5678-5691
作者:  Song, Xinhang;  Liu, Chenlong;  Zeng, Haitao;  Zhu, Yaohui;  Chen, Gongwei;  Qin, Xiaorong;  Jiang, Shuqiang
收藏  |  浏览/下载：26/0  |  提交时间：2023/12/04
Scene recognition  few-shot learning  graph modeling  generalization ability  
Dataset Bias in Few-Shot Image Recognition 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 1, 页码: 229-246
作者:  Jiang, Shuqiang;  Zhu, Yaohui;  Liu, Chenlong;  Song, Xinhang;  Li, Xiangyang;  Min, Weiqing
收藏  |  浏览/下载：34/0  |  提交时间：2023/07/12
Dataset bias  few-shot image recognition  knowledge transfer  meta-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：50/0  |  提交时间：2023/07/12
tumor classification  deep learning  multi-plane fusion  benign  malignant  
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：50/0  |  提交时间：2022/12/07
Spine tumor  Benign  Malignant  Deep learning  MRI  
Breast Cancer Molecular Subtype Prediction on Pathological Images with Discriminative Patch Selection and Multi-Instance Learning 期刊论文
FRONTIERS IN ONCOLOGY, 2022, 卷号: 12, 页码: 11
作者:  Liu, Hong;  Xu, Wen-Dong;  Shang, Zi-Hao;  Wang, Xiang-Dong;  Zhou, Hai-Yan;  Ma, Ke-Wen;  Zhou, Huan;  Qi, Jia-Lin;  Jiang, Jia-Rui;  Tan, Li-Lan;  Zeng, Hui-Min;  Cai, Hui-Juan;  Wang, Kuan-Song;  Qian, Yue-Liang
收藏  |  浏览/下载：59/0  |  提交时间：2022/12/07
pathological image  weakly supervised learning  molecular subtype  breast cancer  H&E  
Amorphous Region Context Modeling for Scene Recognition 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2022, 卷号: 24, 页码: 141-151
作者:  Zeng, Haitao;  Song, Xinhang;  Chen, Gongwei;  Jiang, Shuqiang
收藏  |  浏览/下载：48/0  |  提交时间：2022/12/07
Semantics  Feature extraction  Image segmentation  Convolution  Context modeling  Saliency detection  Layout  Graph neural network  scene recognition  semantic segmentation