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基于超图的阿尔茨海默病辅助诊断研究现状与进展
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作者 张馨文 毕春慧 +2 位作者 董泰歌 李佳霓 信俊昌 《阿尔茨海默病及相关病杂志》 2024年第1期64-71,共8页
阿尔茨海默病(Alzheimer's Disease,AD)等神经变性疾病普遍存在,记忆危机日益严重,因此对于早期AD辅助诊断的需求十分迫切。医学影像技术是前期辅助AD筛查的一种有效手段,其中超图在对AD分类任务中表现突出。在超图中,超边可以连接... 阿尔茨海默病(Alzheimer's Disease,AD)等神经变性疾病普遍存在,记忆危机日益严重,因此对于早期AD辅助诊断的需求十分迫切。医学影像技术是前期辅助AD筛查的一种有效手段,其中超图在对AD分类任务中表现突出。在超图中,超边可以连接多个节点,这使得超图更适用于表示复杂的关系和结构。在医学影像技术中,超图能够更加准确地建模多元关系,具备较强的数据样本间非线性高阶关联的刻画和挖掘能力。汇总了基于脑功能超网络的研究成果,重点介绍了图核、矩阵分析、深度学习这3种方法,最后对未来的发展进行展望,为后续研究提供参考。 展开更多
关键词 阿尔茨海默病 超图 图核 矩阵分析 深度学习
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Recyclable Technology of Thermosetting Resins for High Thermal Conductivity Materials Based on Physical Crushing
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作者 An Zhong Congzhen Xie +8 位作者 bin Gou Jiangang Zhou Huasong Xu Song Yu Daoming Zhang chunhui bi Hangchuan Cai Licheng Li Rui Wang 《Energy & Environmental Materials》 SCIE EI CAS CSCD 2024年第6期378-387,共10页
Epoxy resin,characterized by prominent mechanical and electric-insulation properties,is the preferred material for packaging power electronic devices.Unfortunately,the efficient recycling and reuse of epoxy materials ... Epoxy resin,characterized by prominent mechanical and electric-insulation properties,is the preferred material for packaging power electronic devices.Unfortunately,the efficient recycling and reuse of epoxy materials with thermally cross-linked molecular structures has become a daunting challenge.Here,we propose an economical and operable recycling strategy to regenerate waste epoxy resin into a high-performance material.Different particle size of waste epoxy micro-spheres(100–600μm)with core-shell structure is obtained through simple mechanical crushing and boron nitride surface treatment.By using smattering epoxy monomer as an adhesive,an eco-friendly composite material with a“brick-wall structure”can be formed.The continuous boron nitride pathway with efficient thermal conductivity endows eco-friendly composite materials with a preeminent thermal conductivity of 3.71 W m^(−1)K^(−1) at a low content of 8.5 vol%h-BN,superior to pure epoxy resin(0.21 W m^(−1)K^(−1)).The composite,after secondary recycling and reuse,still maintains a thermal conductivity of 2.12 W m^(−1)K^(−1) and has mechanical and insulation properties comparable to the new epoxy resin(energy storage modulus of 2326.3 MPa and breakdown strength of 40.18 kV mm^(−1)).This strategy expands the sustainable application prospects of thermosetting polymers,offering extremely high economic and environmental value. 展开更多
关键词 brick-wall structure epoxy thermosetting physical recycling thermal management
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