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Multimodal Fusion of Brain Imaging Data: Methods and Applications 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 1, 页码: 136-152
Authors:  Na Luo
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Multimodal fusion, supervised learning, unsupervised learning, brain atlas, cognition, brain disorders  
NIR-IIb Fluorescence Molecular Tomography of Glioblastomas Based on Heterogeneous Mouse Models and Adaptive Projection Match Pursuit Method 期刊论文
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2023, 卷号: 70, 期号: 8, 页码: 2258-2269
Authors:  Shi, Xiaojing;  Guo, Lishuang;  Liu, Jiangang;  Tian, Jie;  Hu, Zhenhua
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Adaptive projection matching pursuit method  fluorescence molecular tomography  glioblastoma  NIR-IIb  
柔性电极微创植入机器人识别定位与测量对准研究 学位论文
, 2023
Authors:  梁文亮
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脑机接口  柔性电极植入  关键点定位  位姿测量  对准控制  
基于激励机制的近红外二区荧光成像方法与术中导航研究 学位论文
, 2023
Authors:  曹财广
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荧光手术导航  肿瘤在体检测  近红外二区荧光成像  断层成像  多谱段荧光成像  
基于序列切片电子断层成像的神经元细胞器三维重建算法研究 学位论文
, 2023
Authors:  常胜
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电子显微镜  序列电子断层扫描  去噪  拼接配准  损失信息生成  
Explainable, Domain-Adaptive, and Federated Artificial Intelligence in Medicine 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 4, 页码: 859-876
Authors:  Ahmad Chaddad;  Qizong Lu;  Jiali Li;  Yousef Katib;  Reem Kateb;  Camel Tanougast;  Ahmed Bouridane;  Ahmed Abdulkadir
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Domain adaptation  explainable artificial intelligence  federated learning  
Robust Local Light Field Synthesis via Occlusion-aware Sampling and Deep Visual Feature Fusion 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 3, 页码: 408-420
Authors:  Wenpeng Xing
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Novel view synthesis, light field (LF) imaging, multi-view stereo, occlusion sampling, deep visual feature (DVF) fusion  
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
Authors:  Yixuan Qiu
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Medical data  pre-training  transfer learning  self-supervised learning  medical image data  electrocardiograms (ECG) data  
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
Authors:  Wei-Chien Wang
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Self-supervised learning (SSL), contrastive learning, deep learning, medical image analysis, computer vision  
Second-Order Global Attention Networks for Graph Classification and Regression 会议论文
, Beijing, China, August 27-28, 2022
Authors:  Hu Fenyu;  Cui Zeyu;  Wu Shu;  Liu Qiang;  Wu Jinlin;  Wang Liang;  Tan Tieniu
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