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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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Engineering in-plane silicon nanowire springs for highly stretchable electronics 被引量:1
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作者 Zhaoguo Xue taige dong +3 位作者 Zhimin Zhu Yaolong Zhao Ying Sun Linwei Yu 《Journal of Semiconductors》 EI CAS CSCD 2018年第1期2-15,共14页
Crystalline silicon(c-Si) is unambiguously the most important semiconductor that underpins the development of modern microelectronics and optoelectronics, though the rigid and brittle nature of bulk c-Si makes it di... Crystalline silicon(c-Si) is unambiguously the most important semiconductor that underpins the development of modern microelectronics and optoelectronics, though the rigid and brittle nature of bulk c-Si makes it difficult to implement directly for stretchable applications. Fortunately, the one-dimensional(1 D) geometry, or the line-shape, of Si nanowire(SiNW) can be engineered into elastic springs, which indicates an exciting opportunity to fabricate highly stretchable 1 D c-Si channels. The implementation of such line-shape-engineering strategy demands both a tiny diameter of the SiNWs, in order to accommodate the strains under large stretching, and a precise growth location, orientation and path control to facilitate device integration. In this review, we will first introduce the recent progresses of an in-plane self-assembly growth of SiNW springs, via a new in-plane solid-liquidsolid(IPSLS) mechanism, where mono-like but elastic SiNW springs are produced by surface-running metal droplets that absorb amorphous Si thin film as precursor. Then, the critical growth control and engineering parameters, the mechanical properties of the SiNW springs and the prospects of developing c-Si based stretchable electronics, will be addressed. This efficient line-shape-engineering strategy of SiNW springs, accomplished via a low temperature batch-manufacturing, holds a strong promise to extend the legend of modern Si technology into the emerging stretchable electronic applications, where the high carrier mobility, excellent stability and established doping and passivation controls of c-Si can be well inherited. 展开更多
关键词 c-Si nanowires in-plane solid-liquid-solid self-assembly stretchable electronics
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