EnGAN：医学图像分割中的增强生成对抗网络

原始采集的医学图像普遍存在对比度不足、细节模糊以及噪声干扰等质量问题,使得现有医学图像分割技术的精度很难达到新的突破。针对医学图像数据增强技术进行研究,在不明显改变图像外观的前提下,通过添加特定的像素补偿和进行细微的图像调整来改善原始图像质量问题,从而提高图像分割准确率。首先,设计引入了一个新的优化器模块,以产生一个连续分布的空间作为迁移的目标域,该优化器模块接受数据集的标签作为输入,并将离散的标签数据映射到连续分布的医学图像中;其次,提出了一个基于对抗生成网络的EnGAN模型,并将优化器模块产生的迁移目标域用来指导对抗网络的目标生成,从而将改善的医学图像质量知识植入模型中实现图像增强。基于COVID-19数据集,实验中使用U-Net、U-Net+ResNet34、U-Net+Attn Res U-Net等卷积神经网络作为骨干网络,Dice系数和交并比分别达到了73.5%和69.3%、75.1%和70.5%,以及75.2%和70.3%。实验的结果表明,提出的医学图像质量增强技术在最大限度保留原始特征的条件下,有效地提高了分割的准确率,为后续的医学图像处理研究提供了一个更为稳健和高效的解决方案。     

内隐学习理论对大学英语词汇教学的启示

内隐学习理论是目前心理学研究的热点之一.内隐学习研究极大地冲击了以理性思维为中心的"学习观",为英语教学提供了新的视角.有关内隐学习的研究成果对大学英语词汇教学提供了有益的启示:词汇教学中应发挥内隐学习的作用;在词汇教学中要注意内隐和外显学习相结合.     

铜冶炼渣的资源化利用

介绍了铜冶炼渣的资源现状,分析了其化学组成和矿物学性质,从化学利用和物理利用两方面阐述了铜冶炼渣的资源化利用方法和途径,根据当前铜冶炼渣的资源化现状,对其利用前景和利用中存在的问题进行了分析。     

我国首个GSM-R系统工程项目的监理实践

由北京全路通信信号研究设汁院设计、北京现代通信信号工稗咨询公司（以下简称现代公司）监理、中铁电气化局集团施工、华为技术有限公司提供设备的我田首个GSM—R工程项目，经过近一年的施工安装调试，已在大秦线上成功投入运营。在北京局和太原局的大力关怀、支持和帮助下，现代公司对此监理项目，直面困难，高度重视，集思广益，认真监理，严守承诺，根据该项目特点和工程实际，制定并落实各项针对性措施，顺利完成了该项目的监理工作，并获得铁道部领导好评。以下就该工程项目的监理实践谈些体会。     

Rapid growth of angle-confined large-domain graphene bicrystals

In the chemical vapor deposition growth of large-area graphene polycrystalline thin films,the coalescence of randomly oriented graphene domains results in a high density of uncertain grain boundaries (GBs).The structures and properties of various GBs are highly dependent on the misorientation angles between the graphene domains,which can significantly affect the performance of the graphene films and impede their industrial applications.Graphene bicrystals with a specific type of GB can be synthesized via the controllable growth of graphene domains with a predefined lattice orientation.Although the bicrystal has been widely investigated for traditional bulk materials,no successful synthesis strategy has been presented for growing two-dimensional graphene bicrystals.In this study, we demonstrate a simple approach for growing well-aligned large-domain graphene bicrystals with a confined tilt angle of 30° on a facilely recrystallized single-crystal Cu (100) substrate.Control of the density of the GBs with a misorientation angle of 30° was realized via the controllable rapid growth of subcentimeter graphene domains with the assistance of a cooperative catalytic surface-passivation treatment.The large-area production of graphene bicrystals consisting of the sole specific GBs with a tunable density provides a new material platform for fundamental studies and practical applications.     

Effect of postmolding heat treatment on in vitro properties of a polyanhydride implant containing gentamicin sulfate

A polyanhydride implant containing gentamicin sulfate was fabricated using a laboratory-scale injection-molding machine. After injection molding, the implants were subject to heat treatment at 60°C for various time periods with or without nitrogen protection. The impact of this heat treatment on the in vitro properties of the implants including copolymer molecular weights, mechanical properties, and in vitro drug-release profiles was investigated. This heat treatment caused a drastic drop in the molecular weight of the copolymer. Heating without nitrogen protection resulted in the hardening of the implant, but heating in the presence of nitrogen rendered the implant less rigid. It was also found that a faster in vitro drug release profile was shown by implants heated without nitrogen protection and a pronounced slowing down in drug release was exhibited by implants heated with nitrogen protection.     

水稻基因组MSAP指纹图谱构建及DNA甲基化修饰位点分离与鉴定

采用EcoR I和Hpa II/Msp I双酶切建立了适合于水稻基因组的甲基化敏感扩增多态性(MSAP)分析体系,在全基因组水平检测了水稻DNA甲基化修饰位点.以12对MSAP引物进行选择性扩增,共检测到甲基化修饰位点120个,"CCGG/GGCC"位点甲基化修饰比例为20.17%.对部分水稻基因组甲基化修饰位点进行回收,最终分离了55条存在甲基化位点变异的DNA序列,通过BLAST比对分析将其联配到水稻基因组序列上.分析表明,这些甲基化修饰位点主要集中于基因启动子区(47%)和第一外显子区(22%),在其侧翼序列中存在类似"CpG island" 典型序列特征的"CpG"二核苷酸成簇富集区.在此基础上,对应用MSAP技术分离水稻基因组DNA甲基化修饰位点的有效性以及水稻基因组序列中"CpG island"类似序列分布特征和生物意义进行了讨论.     

轴对称锥形件缩口成形非强制变形规律的研究

论述了轴对称圆筒件在锥形凹模中缩口时口部自由弯曲区的变形趋向,对3种变形模式进行了比较,并通过实例计算,证实了按自由弯曲变形模式计算口部应力与变形是合理性.     

A formal architectural model for logical agent mobility

The process of agent migration is the major difference between logical code mobility of software agents and physical mobility of mobile nodes in ad hoc networks. Without considering agent transfer, it would make little sense to mention the modeling of strong code mobility, which aims to make a migrated agent restarted exactly from the state when it was stopped before migration. From the perspective of system's architecture, this paper proposes a two-layer approach for the formal modeling of logical agent mobility (LAM) using predicate/transition (PrT) nets. We view a mobile agent system as a set of agent spaces and agents could migrate from one space to another. Each agent space is explicitly abstracted to be a component, consisting of an environmental part and an internal connector dynamically binding agents with their environment. We use a system net, agent nets, and a connector net to model the environment, agents, and the connector, respectively. In particular, agent nets are packed up as parts of tokens in system nets, so that agent transfer and location change are naturally captured by transition firing (token game) in Petri nets. Agent nets themselves are active only at specific places and disabled at all the other places in a system net. The semantics of such a two-layer LAM model is defined by transforming it into a PrT net. This facilitates the analysis of several properties about location, state, and connection. In addition, this paper also presents a case study of modeling and analyzing an information retrieval system with mobile agents.