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NIR-II fluorescence imaging-guided colorectal cancer surgery targeting CEACAM5 by a nanobody 期刊论文
EBioMedicine ., 2023, 页码: 104476
作者:  Guo XY(郭晓勇);  Li ZJ(李长剑);  Jia XH(贾晓花);  Qu Yawei;  Li Miaomiao;  Cao Caiguang;  Zhang Zeyu;  Qu Qiaojun;  Luo Shuangling;  Tang Jianqiang;  Liu Haifeng;  Hu Zhenhua;  Tian Jie
Adobe PDF(4688Kb)  |  收藏  |  浏览/下载：37/13  |  提交时间：2024/06/25
PSSGAN: Towards spectrum shift based perceptual quality enhancement for fluorescence imaging 期刊论文
Computerized Medical Imaging and Graphics, 2023, 页码: 102216
作者:  Fu LD(符礼丹);  Lu BC;  Tian J;  Hu ZH
Adobe PDF(3460Kb)  |  收藏  |  浏览/下载：41/11  |  提交时间：2024/06/13
Optical-Waveguide Based 3-Axial Tactile Sensor for Minimally Invasive Surgical Instruments 期刊论文
IEEE Robotics and Automation Letters, 2023, 页码: 1604 - 1611
作者:  Yue, Li;  Zhangwenlong, Gao;  Jian, Hu;  Danqian, Cao;  Prokar, Dasgupta;  Hongbin, Liu
Adobe PDF(6399Kb)  |  收藏  |  浏览/下载：40/12  |  提交时间：2024/06/11
基于多模型融合的肺部CT新冠肺炎病灶区域自动分割 期刊论文
自动化学报, 2023, 卷号: 49, 期号: 2, 页码: 317-328
作者:  史天意;  程枫;  李震;  郑传胜;  许永超;  白翔
Adobe PDF(10146Kb)  |  收藏  |  浏览/下载：59/20  |  提交时间：2024/05/09
新冠肺炎  计算机断层扫描影像分割  深度学习  泛化性能  
基于双模型交互学习的半监督医学图像分割 期刊论文
自动化学报, 2023, 卷号: 49, 期号: 4, 页码: 805-819
作者:  方超伟;  李雪;  李钟毓;  焦李成;  张鼎文
Adobe PDF(7898Kb)  |  收藏  |  浏览/下载：47/19  |  提交时间：2024/05/09
半监督学习  医学图像分割  双模型交互学习  平均教师  
Multitask Learning with Multiscale Residual Attention for Brain Tumor Segmentation and Classification 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 6, 页码: 897-908
作者:  Gaoxiang Li;  Xiao Hui;  Wenjing Li;  Yanlin Luo
Adobe PDF(2873Kb)  |  收藏  |  浏览/下载：57/16  |  提交时间：2024/04/23
Brain tumor segmentation and classification, multitask learning, multiscale residual attention module (MRAM), dynamic weight training, prior knowledge  
Machine Learning in Lung Cancer Radiomics 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 6, 页码: 753-782
作者:  Jiaqi Li;  Zhuofeng Li;  Lei Wei;  Xuegong Zhang
Adobe PDF(7595Kb)  |  收藏  |  浏览/下载：58/13  |  提交时间：2024/04/23
Machine learning, lung cancer, radiomics, medical image, clinical application  
Federated Learning on Multimodal Data: A Comprehensive Survey 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 4, 页码: 539-553
作者:  Yi-Ming Lin;   Yuan Gao;  Mao-Guo Gong;  Si-Jia Zhang;  Yuan-Qiao Zhang;  Zhi-Yuan Li
Adobe PDF(1253Kb)  |  收藏  |  浏览/下载：28/10  |  提交时间：2024/04/23
Federated learning, multimodal learning, heterogeneous data, edge computing, collaborative learning  
A Review of Predictive and Contrastive Self-supervised Learning for Medical Images 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 4, 页码: 483-513
作者:  Wei-Chien Wang;  Euijoon Ahn;  Dagan Feng;  Jinman Kim
Adobe PDF(2691Kb)  |  收藏  |  浏览/下载：63/19  |  提交时间：2024/04/23
Self-supervised learning (SSL), contrastive learning, deep learning, medical image analysis, computer vision  
Pre-training in Medical Data: A Survey 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 2, 页码: 147-149
作者:  Yixuan Qiu;  Feng Lin;  Weitong Chen;  Miao Xu
Adobe PDF(2262Kb)  |  收藏  |  浏览/下载：54/16  |  提交时间：2024/04/23
Medical data  pre-training  transfer learning  self-supervised learning  medical image data  electrocardiograms (ECG) data