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Early detection of Parkinson's disease: Machine learning-based prediction of UPDRS Part III scores in de novo patients using smartphone assessments 期刊论文
JOURNAL OF PARKINSONS DISEASE, 2025, 页码: 12
作者:  Guo, Wei-Hang;  Yang, Xiao-Dong;  Ruan, Zheng;  Wang, Xu;  Zhang, Dan-Zuo;  Song, Shu-Chao;  Chen, Yi-Qiang;  Chan, Piu
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Parkinson's disease  UPDRS part III  machine learning  smartphone assessment  untreated de novo patients  motor symptoms  
Automated ejection fraction and risk stratification in cardiomyopathy patients with diverse LV geometry using 2D echocardiography 期刊论文
SCIENTIFIC REPORTS, 2025, 卷号: 15, 期号: 1, 页码: 11
作者:  Zhu, Ziwei;  Fan, Ke;  Zhang, Shuyuan;  Hu, Tingting;  Li, Jingyi;  Zhao, Ze;  Jin, Ye;  Zhang, Shuyang
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Left ventricular geometry (LVG)  Echocardiography  Left ventricular ejection fraction (LVEF)  Deep learning  
SLVS: A Self-Learning Approach to Achieve Near-Second Low-Latency Video Streaming Under Highly Variable Networks 期刊论文
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2025, 卷号: 24, 期号: 6, 页码: 5189-5201
作者:  Zhang, Guanghui;  Liu, Ke;  Xiao, Mengbai;  Wang, Bingshu;  Yu, Dongxiao;  Cheng, Xiuzhen
收藏  |  浏览/下载：38/0  |  提交时间：2025/06/25
Streaming media  Bit rate  Logic  Throughput  Low latency communication  Heuristic algorithms  Bandwidth  Video recording  Quality assessment  TCP  Live video streaming  adaptive streaming  Quality-of-Experience (QoE)  
A framework for Chinese event semantic constraint predicates and their generation using PEFT LLM and RAG 期刊论文
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2025, 页码: 26
作者:  Huang, Qiaojuan;  Wang, Shi;  He, Qing;  Cao, Cungen
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Event semantic analysis  Head-tail event semantic constraint predicates  Large language models  Parameter-efficient fine-tuning  Retrieval-augmented generation  
Both non-uniform mixing states and coating structures are important for the absorption enhancement and radiative effect of black carbon 期刊论文
OPTICS EXPRESS, 2025, 卷号: 33, 期号: 10, 页码: 21719-21735
作者:  Luo, Jie;  Wang, Wenlong;  Qiu, Qibing;  Zhang, Qixing;  Li, Congcong;  Hou, Weizhen;  Dong, Xudong;  Hu, Miao
收藏  |  浏览/下载：7/0  |  提交时间：2025/12/03
VastPipe: A High-Throughput Inference System via Adaptive Space-Division Multiplexing for Diverse Accelerators 期刊论文
JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2025, 卷号: 40, 期号: 2, 页码: 444-463
作者:  Ma, Li-Xian;  Wang, Le-Ping;  Shao, En;  Cao, Rong-Yu;  Tan, Guang-Ming
收藏  |  浏览/下载：21/0  |  提交时间：2025/06/25
cluster scheduling  resource management  reinforcement learning  DNN accelerator  
CCA-Net: Zero-Shot SSVEP Classification via an Integration of Canonical Correlation Analysis and Deep Neural Network 期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2025, 卷号: 74, 页码: 11
作者:  Deng, Yang;  Ji, Zhiwei;  Wang, Yijun;  Zhou, S. Kevin
收藏  |  浏览/下载：6/0  |  提交时间：2025/12/03
Brain-computer interface (BCI)  canonical cor relation analysis (CCA)  deep neural network (DNN)  steady-state visual evoked potential (SSVEP)  steady-state visual evoked potential (SSVEP)  zero-shot learning  zero-shot learning  zero-shot learning  
Learning Critically: Selective Self-Distillation in Federated Learning on Non-IID Data 期刊论文
IEEE TRANSACTIONS ON BIG DATA, 2024, 卷号: 10, 期号: 6, 页码: 789-800
作者:  He, Yuting;  Chen, Yiqiang;  Yang, XiaoDong;  Yu, Hanchao;  Huang, Yi-Hua;  Gu, Yang
收藏  |  浏览/下载：37/0  |  提交时间：2024/12/06
Data models  Training  Servers  Collaborative work  Adaptation models  Convergence  Feature extraction  Federated learning  knowledge distillation  non-identically distributed  deep learning  catastrophic forgetting  
Personalized Federated Learning With Adaptive Batchnorm for Healthcare 期刊论文
IEEE TRANSACTIONS ON BIG DATA, 2024, 卷号: 10, 期号: 6, 页码: 915-925
作者:  Lu, Wang;  Wang, Jindong;  Chen, Yiqiang;  Qin, Xin;  Xu, Renjun;  Dimitriadis, Dimitrios;  Qin, Tao
收藏  |  浏览/下载：38/0  |  提交时间：2024/12/06
Medical services  Collaborative work  Data models  Adaptation models  Computational modeling  Machine learning  Data privacy  Distributed computing  federated learning  personalization  batch normalization  healthcare  
PrivFusion: Privacy-Preserving Model Fusion via Decentralized Federated Graph Matching 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2024, 卷号: 36, 期号: 12, 页码: 9051-9064
作者:  Chen, Qian;  Chen, Yiqiang;  Jiang, Xinlong;  Zhang, Teng;  Dai, Weiwei;  Huang, Wuliang;  Yan, Bingjie;  Yan, Zhen;  Lu, Wang;  Ye, Bo
收藏  |  浏览/下载：49/0  |  提交时间：2025/06/25
Adaptation models  Data models  Privacy  Load modeling  Biological neural networks  Collaboration  Predictive models  Graph matching  model fusion  model privacy