动态可控残差卷积神经网络的低剂量 CT 图像处理

针对计算机断层扫描(Computed Tomography, CT)中因采用低剂量扫描方式,导致图像噪声伪影干扰,尤其 是不同部位噪声和伪影强度存在较大差异这一问题,提出了一种基于动态可控残差的卷积神经网络(DC-ResNet) 算法。 DC-ResNet 的主要思想是在常规残差网络连接中添加一个图像质量指导的控制变量,以允许获取残差的加 权和,从而实现残差特征的动态可控。 所设计的 DC-ResNet 网络是一种包括两个子网络的组合型结构,一个是作 为主干网络的基础子网络,在该子网络中使用全局动态残差块和局部动态残差块来实现低剂量 CT 图像质量的提 高;另一个是作为辅助网络的条件子网络,用来生成基础子网络中不同动态可控残差块的权值,辅助基础子网络的 学习。 通过 Mayo 与 UIH 数据实验验证,其视觉结果表明:处理后的不同部位 CT 图像噪声伪影均能够得到较好的 抑制,并能有效地保留结构细节及组织纹理;量化结果表明:处理后的 CT 图像峰值信噪比( Peak-Signal to Noise Ratio, PSNR)和结构相似性(Structure Similarity, SSIM)均优于对比方法。     

The synthesis and crystal structure of metal complexes S-alkyl-N-(ferrocenyl-1-methyl-methylidene)-dithiocarbazate and the study on their quenching the luminescence ofruthenium(bipyridine)_~3(2+)

The cobalt, nickel, copper, zinc and cadmium complexes of S-methyl-N-(ferrocenyl-l-methyl-methylidene)-dithiocarbazate (H-LSM) and S-benzyl-N-(ferrocenyl-l-methyl-methylidene)-dithiocarbazate (H-LSB) were synthesized and the crystal structure of Cd[Fe-C(CH3) = NNCSS. (CH3)]2 was solved by X-ray diffraction. The crystal is in the orthorhombic system with space group Pbca, cell parameters a=19.741(3), b=19.924(5), c=15.452(4) A, and the final factors of R=0.032. The study on quenching the luminescence of Ru(bpy)3 by those complexes showed that bimolecular quenching constants obtained from the Stern-Vohner constant and the excited-state lifetime were related to the redox potential of the quencher. Linear relationship is shown in the plot of logkq vs. E1/2(Q+/Q). The main factor which influences the quenching rate constant and the redox potential is the coordinating ability of the metal in the complex.     

DIRECT SOMATIC EMBRYOGENESIS AND PLANT REGENERATION FROM PROTOPLAST-DERIVED CELLS OF WHEAT (Triticum aestivum L.)

Protoplasts were isolated from embryogenic calli derived from immature embryos ofwheat (Triticum aestivum L. cv. Jinan 177). The protoplasts were cultured in NMB mediumsupplemented with 1mg/L 2,4- D and 500mg/l casein hydrolysate (CH). The regenerated cellsfrom protoplasts divided to form somatic embryos directly. The somatic embryos grown to1.5- 2 mm in size directly developed into complete plants on solid MB medium without hor-mones.     

钴的光度分析方法进展

综述了近十多年来国内外钴的光度分析方法,包括分光光度法、催化光度法、原子吸收光度法等。     

纳米晶MgSO4·5Mg(OH)2·3H2O合成与表征

纳米材料由于具有表面、体积和量子尺寸效应的特殊性而受到广泛重视[1～3]. 微米级硫氧镁晶须作为塑料添加增强和阻燃剂已有报道[4～7]. 纳米晶MgSO4*5Mg(OH)2*3H2O不仅对塑料起补强作用, 而且其粒度小, 使塑料变得更致密, 强度、韧性与防水性能大大提高. 目前纳米材料的合成方法多种多样[8～10], 本文采用水热法制得纳米硫氧镁晶粒, 产物纯度高、分散性好且粒度易控制.     

Surface chemistry of nanoscale Fe_3O_4 dispersed in magnetic fluids

The interaction between stabilizers and nanoparticles is one of the important factors to prepare stable magnetic fluids. The magnetic nano-size Fe3O4 core with single domain and the average grain size around 8-12 nm were prepared by chemical precipitation method. The O/Fe molar ratio of the particle surface was measured by X-ray photoelectron spectroscopy (XPS). The heat effects of stabilizers ad- sorption on nanoparticles were measured by solution calorimetry. The excess amount of oxygen was possibly the result of the hydroxygen formed on the surface of the nanoparticles. The heat effects showed that compounds containing carboxyl groups can be adsorbed chemically on magnetite by forming chemical bonds. The other stabilizers involving NH-groups, such as polyethylene-imine, can be adsorbed physically. The exothermic value is about half of the former case.     

PREPARATION OF CUO/γ-Al2O3 CATALYSTS FOR CATALYTIC COMBUSTION VOCS VIA PLASMA

CuO/γ-Al2O3 catalysts were prepared by plasma treatment and conventional impregnation methods. The catalytic combustion of two kinds of volatile organic compounds (VOCs), toluene and benzene, were carried out over these CuO/γ-Al2O3 catalysts. The surface properties of these catalysts were characterized by X-ray Diffraction (XRD) and Scanning Electron Microscopy (SEM). The experimental results showed that in catalytic combustion the activity of the CuO/γ-Al2O3 catalyst prepared via plasma was much higher than that of the CuO/γ-Al2O3 catalyst prepared by conventional impregnation method. XRD results showed that an enhanced dispersion had been achieved with the plasma treatment. SEM results indicated that the size became much smaller and the surface became more uniform with the plasma treatment.     

磷化氢与环烯烃反应的原位^3^1P NMR研究

本文应用加压原位核磁共振波谱技术, 在反应温度50-70℃、反应压力1.0-2.0MPa, 氘代苯为溶剂, 偶氮二异丁腈为引发剂的条件下, 考察了磷化氢与环烯烃1, 5-环辛二烯、双环戊二烯、1, 3-环己二烯、1, 4-环己二烯及1, 5, 9-环十二三烯的反应。实验结果表明, 磷化氢与1, 5-环辛二烯反应主要生成双环膦杂环壬烷; 与其它环烯烃均不生成膦杂环化合物, 仅为一取代伯膦或二取代仲膦产物。磷化氢与环烯烃反应仍为串行机理。     

卟啉化合物的研究——ⅩⅤ.双卟啉的合成及其与钴离子的络合反应

将双卟啉化合物作为“合成反应中心”是人工光合作用研究中很活跃的一个领域。困难的是,人们还不知道怎样排布两个卟啉环,分子才具有最有效传递电子和能量的构象。本文按下列反应合成了一个以柔性链连接的双卟啉化合物(3),以期当分子中络合金属后,籍助两个金属的协同作用和链的可塑性,达到在光反应过程中取最佳构象的目的(见图1)。化合物(1)按文献[1]合成。2、3尚未见报道,它们的结构,经元素分析及波谱分析确认。本文还研究了3与Co~(2 )络合反应的动力     

氨基氮杂环荧光分子改性苯乙烯马来酸酐共聚物的研究

荧光高分子材料 ,由于其独特光学性质 ,成为功能高分子研究热点[1～ 3 ] .一般而言 ,荧光聚合物的合成有两种方法 ,一是首先合成荧光单体 ,然后与其他适宜单体聚合 ,得到荧光聚合物 ,然而荧光单体结构复杂 ,提纯困难 ,难以获得高分子量、成膜性能好的聚合物[4] ;另一种方法是通过官能团的反应 ,用荧光物质对聚合物进行化学改性来制备[5,6] .苯乙烯 马来酸酐共聚物 (ＳＭＡ)是一类成本低廉 ,性能良好的商品化聚合物材料 ,主链中含有具有反应性能的酸酐基团 ,这就使通过化学改性制备荧光聚合物成为可能 .本文通过 2 氨基苯并咪唑 ( 1 ) ,4 …