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Acquiring Weak Annotations for Tumor Localization in Temporal and Volumetric Data 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 2, 页码: 318-330
Authors:  Yu-Cheng Chou
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Weak annotation, detection, localization, segmentation, colonoscopy, abdomen  
A Comprehensive Overview of CFN From a Commonsense Perspective 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 2, 页码: 239-256
Authors:  Ru Li, Yunxiao Zhao, Zhiqiang Wang, Xuefeng Su, Shaoru Guo, Yong Guan, Xiaoqi Han, Hongyan Zhao
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Chinese FrameNet (CFN), commonsense, scenario commonsense, frame, knowledge  
A Tutorial on Federated Learning from Theory to Practice: Foundations, Software Frameworks, Exemplary Use Cases, and Selected Trends 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 4, 页码: 824-850
Authors:  M. Victoria Luzón;  Nuria Rodríguez-Barroso;  Alberto Argente-Garrido;  Daniel Jiménez-López;  Jose M. Moyano;  Javier Del Ser;  Weiping Ding;  Francisco Herrera
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Data privacy  distributed machine learning  federated learning  software frameworks  
A Knowledge-enhanced Two-stage Generative Framework for Medical Dialogue Information Extraction 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 1, 页码: 153-168
Authors:  Zefa Hu
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Medical dialogue understanding, information extraction, text generation, knowledge-enhanced prompt, low-resource setting, data augmentation  
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  
Advancements in Humanoid Robots: A Comprehensive Review and Future Prospects 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 301-328
Authors:  Yuchuang Tong;  Haotian Liu;  Zhengtao Zhang
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Future trends and challenges  humanoid robots  human-robot interaction  key technologies  potential applications  
基于神经影像的脑发育模式及其个体化评估研究 学位论文
, 2023
Authors:  赵雨馨
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脑功能层级  脑结构  个体化脑发育  异常发育  早期预警  
下肢助力外骨骼人体运动意图感知方法研究 学位论文
, 2023
Authors:  张兴轩
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外骨骼机器人  人体运动意图识别  步态相位估计  下肢动作预测  关节力矩估计  
KAMPNet: multi-source medical knowledge augmented medication prediction network with multi-level graph contrastive learning 期刊论文
BMC MEDICAL INFORMATICS AND DECISION MAKING, 2023, 卷号: 23, 期号: 1, 页码: 19
Authors:  An, Yang;  Tang, Haocheng;  Jin, Bo;  Xu, Yi;  Wei, Xiaopeng
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Electronic medical records  Medication prediction  Intelligent healthcare system  Multi-source medical knowledge  Graph contrastive learning  
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
Authors:  Gaoxiang Li, Xiao Hui, Wenjing Li, Yanlin Luo
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Brain tumor segmentation and classification, multitask learning, multiscale residual attention module (MRAM), dynamic weight training, prior knowledge