中国科学院计算技术研究所机构知识库

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	Major depressive disorder detection via temporal-frequency-spatial transformer with sub-domain knowledge alignment using EEG 期刊论文 NEURAL NETWORKS, 2026, 卷号: 193, 页码: 12 作者:  Xu, Chen-Yang;  Fan, Fei-Yi;  Zhao, Li-Xuan;  Jin, Li-Cheng;  Zhang, Yong-Hui;  Meng, Qing-Hao 收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03 MDD detection  Sub-domain knowledge alignment (SDKA)  Temporal-frequency-spatial transformer (TFST)  Frequency attention (FA)
	The interplay between tissue-resident microbiome and host proteins by integrated multi-omics during progression of colorectal adenoma to carcinoma 期刊论文 IMETA, 2025, 页码: 37 作者:  Wu, Di;  Wang, An-Jun;  Bu, De-Chao;  Sun, Yan-Yan;  Li, Chen-Hao;  Hong, Yue-Mei;  Zhang, Shan;  Chen, Shi-Yang;  Zhou, Jin-An;  Zhang, Tian-Yi;  Yu, Min-Hao;  Ma, Yong-Jing;  Wang, Xiu-Li;  Xu, Jia;  He, Wei;  Heeschen, Christopher;  Chen, Jian-Feng;  Mao, Wen-Jun;  Ding, Hui;  Wu, Wen-Juan;  Zhao, Yi;  Wang, Hui;  Liu, Ning-Ning 收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03 colorectal cancer  metagenomics  microbiota-host interaction  proteomics  tissue-resident microbiome
	LINS: A general medical Q&A framework for enhancing the quality and credibility of LLM-generated responses 期刊论文 NATURE COMMUNICATIONS, 2025, 卷号: 16, 期号: 1, 页码: 20 作者:  Wang, Sheng;  Zhao, Fangyuan;  Bu, Dechao;  Lu, Yunwei;  Gong, Ming;  Liu, Hongjie;  Yang, Zhaohui;  Zeng, Xiaoxi;  Yuan, Zhiyuan;  Wan, Baoping;  Sun, Jingbo;  Wu, Yang;  Zhao, Lianhe;  Wan, Xirun;  Huang, Wei;  Wang, Tao;  Xu, Mengtong;  Luo, Jianjun;  Liu, Jingjia;  Zheng, Jianjun;  Zhang, Wei;  Zhang, Kang;  Zhang, Hongjia;  Wang, Shu;  Chen, Runsheng;  Zhao, Yi 收藏  |  浏览/下载：5/0  |  提交时间：2025/12/03
	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
	A deep learning model for structure-based bioactivity optimization and its application in the bioactivity optimization of a SARS-CoV-2 main protease inhibitor 期刊论文 EUROPEAN JOURNAL OF MEDICINAL CHEMISTRY, 2025, 卷号: 291, 页码: 16 作者:  Yang, Zhenyu;  Wang, Kai;  Zhang, Guo;  Jiang, Yuanyuan;  Zeng, Rui;  Qiao, Jingxin;  Li, Yueyue;  Deng, Xinyue;  Xia, Ziyi;  Yao, Rui;  Zeng, Xiaoxi;  Zhang, Liyun;  Zhao, Yi;  Lei, Jian;  Chen, Runsheng 收藏  |  浏览/下载：43/0  |  提交时间：2025/06/25 Structure-based bioactivity optimization  Deep-learning model  SARS-CoV-2 main protease  Molecular scaffold  Pocket-StrMod
	Development and validation of a deep learning algorithm for discriminating glioma recurrence from radiation necrosis on MRI 期刊论文 FRONTIERS IN ONCOLOGY, 2025, 卷号: 15, 页码: 12 作者:  Ying, Yu-Zhe;  Cai, Xiao-Hong;  Yang, Han;  Huang, Hua-Wei;  Zheng, Dao;  Li, Hao-Yi;  Dong, Ge-Hong;  Wang, Yong-Gang;  Jiang, Zhong-Li;  An, Zhu-Lin;  Zhang, Guo-Bin 收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03 glioma recurrence  radiation necrosis  convolutional neural network  magnetic resonance imaging  deep learning
	Adaptive and Low-Cost Traffic Engineering: A Traffic Matrix Clustering Perspective 期刊论文 IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2025, 卷号: 43, 期号: 2, 页码: 510-523 作者:  Liu, Yi;  Geng, Nan;  Xu, Mingwei;  Yang, Yuan;  Dong, Enhuan;  Liu, Chenyi;  Gan, Qiaoyin;  Li, Qing;  Wu, Jianping 收藏  |  浏览/下载：40/0  |  提交时间：2025/06/25 Routing  Real-time systems  Feature extraction  Computational modeling  Clustering algorithms  Quality of service  Optimization models  Classification algorithms  Transforms  Topology  Traffic engineering  traffic matrix classification  machine 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：34/0  |  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
	DeepFusion: A deep bimodal information fusion network for unraveling protein-RNA interactions using in vivo RNA structures 期刊论文 COMPUTATIONAL AND STRUCTURAL BIOTECHNOLOGY JOURNAL, 2024, 卷号: 23, 页码: 617-625 作者:  Qiao, Yixuan;  Yang, Rui;  Liu, Yang;  Chen, Jiaxin;  Zhao, Lianhe;  Huo, Peipei;  Wang, Zhihao;  Bu, Dechao;  Wu, Yang;  Zhao, Yi 收藏  |  浏览/下载：55/0  |  提交时间：2024/05/20 Information fusion  Deep learning  RNA -binding proteins  In vivo RNA structures  Motifs
	HERB 2.0: an updated database integrating clinical and experimental evidence for traditional Chinese medicine 期刊论文 NUCLEIC ACIDS RESEARCH, 2024, 页码: 11 作者:  Gao, Kai;  Liu, Liu;  Lei, Shuangshuang;  Li, Zhinong;  Huo, Peipei;  Wang, Zhihao;  Dong, Lei;  Deng, Wenxin;  Bu, Dechao;  Zeng, Xiaoxi;  Li, Chun;  Zhao, Yi;  Zhang, Wei;  Wang, Wei;  Wu, Yang 收藏  |  浏览/下载：33/0  |  提交时间：2025/06/25