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检索条件"机构=School of Computer Science and Engineering and Hunan Provincial Key Lab on Bioinformatics"
167 条 记 录,以下是31-40 订阅
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Prediction of virus-receptor interactions based on multi-view learning and link prediction
Prediction of virus-receptor interactions based on multi-vie...
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2022 IEEE International Conference on bioinformatics and Biomedicine, BIBM 2022
作者: Zhu, Lingzhi Zheng, Kai Duan, Guihua Wang, Jianxin Central South University Hunan Provincial Key Lab on Bioinformatics School of Computer Science and Engineering Hunan Changsha410083 China Hunan Institute of Technology Hengyang School of Computer Science and Engineering Hunan421008 China
Receptor-binding is the first step of viral infection. Discovering potential virus-receptor interactions may give insight into potential strategies for treating viral infectious diseases. Most of computational methods... 详细信息
来源: 评论
M3CI-Net: Multi-Modal MRI-Based Characteristics Inspired Network for IDH Genotyping
M3CI-Net: Multi-Modal MRI-Based Characteristics Inspired Net...
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2023 IEEE International Conference on bioinformatics and Biomedicine, BIBM 2023
作者: Yao, Jingxiao Liu, Jin Cheng, Jianhong Kuang, Hulin Wang, Jianxin Central South University Hunan Provincial Key Lab on Bioinformatics School of Computer Science and Engineering Changsha China Institute of Guizhou Aerospace Measuring and Testing Technology Guiyang550009 China
Isocitrate dehydrogenase (IDH) is a key molecular feature for gliomas, and the prediction of IDH is also an important task for computer-aided diagnosis using magnetic resonance imaging (MRI). To address this changllen... 详细信息
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MARE: Multi-Aspect Rationale Extractor on Unsupervised Rationale Extraction
arXiv
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arXiv 2024年
作者: Jiang, Han Duan, Junwen Qu, Zhe Wang, Jianxin Hunan Provincial Key Lab on Bioinformatics School of Computer Science and Engineering Central South University Hunan Changsha China
Unsupervised rationale extraction aims to extract text snippets to support model predictions without explicit rationale annotation. Researchers have made many efforts to solve this task. Previous works often encode ea... 详细信息
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A PTAS Framework for Clustering Problems in Doubling Metrics  29th
A PTAS Framework for Clustering Problems in Doubling Metri...
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29th International Computing and Combinatorics Conference, COCOON 2023
作者: Wu, Di Xu, Jinhui Wang, Jianxin School of Computer Science and Engineering Central South University Changsha China Xiangjiang Laboratory Changsha410205 China Department of Computer Science and Engineering State University of New York at Buffalo BuffaloNY United States The Hunan Provincial Key Lab of Bioinformatics Central South University Changsha China
Constrained clustering problems have been studied extensively in recent years. In this paper, we focus on a class of constrained k-median problems with general constraints on facilities, denoted as GCF k-CMedian probl... 详细信息
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RUIE: Retrieval-based Unified Information Extraction using Large Language Model
arXiv
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arXiv 2024年
作者: Liao, Xincheng Duan, Junwen Huang, Yixi Wang, Jianxin Hunan Provincial Key Lab on Bioinformatics School of Computer Science and Engineering Central South University Hunan Changsha China
Unified information extraction (UIE) aims to extract diverse structured information from unstructured text. While large language models (LLMs) have shown promise for UIE, they require significant computational resourc... 详细信息
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Hippocampal Segmentation in Brain MRI Images Using Machine Learning Methods: A Survey
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Chinese Journal of Electronics 2021年 第5期30卷 793-814页
作者: PAN Yi LIU Jin TIAN Xu LAN Wei GUO Rui Shenzhen Institute of Advanced Technology Chinese Academy of Sciences Hunan Provincial Key Lab on Bioinformatics School of Computer Science and EngineeringCentral South University School of Computer Electronics and Information Guangxi University
The hippocampus is closely related to many brain diseases, such as Alzheimer's disease. Accurate measurement of the hippocampus is helpful for clinicians in identifying lesions and then diagnosing and treating the... 详细信息
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FedMMR: Multi-Modal Federated Learning via Missing Modality Reconstruction
FedMMR: Multi-Modal Federated Learning via Missing Modality ...
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IEEE International Conference on Multimedia and Expo (ICME)
作者: Shu Wang Zhe Qu Yuan Liu Shichao Kan Yixiong Liang Jianxin Wang Hunan Provincial Key Lab on Bioinformatics School of Computer Science and Engineering Central South University Changsha China
Federated Learning (FL) presents a decentralized learning approach for privacy preservation. While many research focuses on uni-modal FL, a more intricate version, multimodal FL, uncovers fundamental attributes. Clien... 详细信息
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Local-Global Spatio-Temporal Encoding with Adaptive Brain Region Signal Segmentation for Mild Cognitive Impairment Detection
Local-Global Spatio-Temporal Encoding with Adaptive Brain Re...
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IEEE International Conference on bioinformatics and Biomedicine (BIBM)
作者: Jie Wang Luohuang Wu Hulin Kuang Hunan Provincial Key Lab on Bioinformatics School of Computer Science and Engineering Central South University Changsha China
Resting-state Functional Magnetic Resonance Imaging (rs-fMRI) has been widely used in Mild Cognitive Impairment (MCI) detection. However, most existing methods rely on fixed sliding windows to capture the temporal var... 详细信息
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Global Contrastive Learning with High-Quality Data in Large Vision-Language Models for Pathological Question Answering
Global Contrastive Learning with High-Quality Data in Large ...
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IEEE International Conference on bioinformatics and Biomedicine (BIBM)
作者: Hulin Kuang Suoni Liu Haojie Zhang Zhe Qu Shichao Kan Hunan Provincial Key Lab on Bioinformatics School of Computer Science and Engineering Central South University Changsha China
Pathological question answering (PQA) is vital in computational pathology, as it involves interpreting pathological images and answering questions posed by humans. This interaction offers an effective means of engagin... 详细信息
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Stability and Generalization for Stochastic Recursive Momentum-based Algorithms for (Strongly-)Convex One to K-Level Stochastic Optimizations  41
Stability and Generalization for Stochastic Recursive Moment...
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41st International Conference on Machine Learning, ICML 2024
作者: Pan, Xiaokang Li, Xingyu Liu, Jin Sun, Tao Sun, Kai Chen, Lixing Qu, Zhe Hunan Provincial Key Lab on Bioinformatics School of Computer Science and Engineering Central South University Changsha China Department of Computer Science Tulane University New Orleans United States College of Computer National University of Defense Technology Changsha China School of Computer Science and Technology Xi'an Jiaotong University Xi'an China Institute of Cyber Science and Engineering Shanghai Jiao Tong University Shanghai China
STOchastic Recursive Momentum (STORM)based algorithms have been widely developed to solve one to K-level (K ≥ 3) stochastic optimization problems. Specifically, they use estimators to mitigate the biased gradient iss... 详细信息
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