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基于sMRI的阿尔茨海默症分类影响因素研究 被引量:5
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作者 黎建忠 曾安 +3 位作者 潘丹 Song Xiaowei 郭慧 王卓薇 《生物医学工程研究》 2018年第2期177-181,共5页
本研究提出基于三类解剖特征的SVM建模方法,探索样本、特征及算法选择三个因素,对阿尔茨海默症(AD)及其前驱阶段分类的重要性。该方法以三维重构s MRI后不同大脑区域的灰质体积、皮层表面积及其平均厚度三类特征作为SVM模型的输入参数,... 本研究提出基于三类解剖特征的SVM建模方法,探索样本、特征及算法选择三个因素,对阿尔茨海默症(AD)及其前驱阶段分类的重要性。该方法以三维重构s MRI后不同大脑区域的灰质体积、皮层表面积及其平均厚度三类特征作为SVM模型的输入参数,并采用十折交叉验证方法对AD患者、轻度认知损害患者和健康者进行分类识别,并与其他文献结果进行比较分析。实验结果表明,为了达到更高的分类准确率,选择合适的样本和特征,比选择算法更重要。此结论为未来AD的计算机辅助诊断研究工作提供了有益的指导。 展开更多
关键词 阿尔茨海默症 轻度认知损害 结构化磁共振图像 三维重构 支持向量机
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~1H and ^(13)C NMR Assignments for Amlodipine and Risperidone
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作者 杨春晖 李勤 +2 位作者 刘雪辉 赵兴凯 崔育新 《Journal of Chinese Pharmaceutical Sciences》 CAS 2004年第1期49-52,共4页
Aim To investigate the NMR spectroscopy of amlodipine and risperidone.Methods 1D NMR and 2D NMR experimental techniques of gCOSY, gHSQC and gHMBC were wsed. Results Theassignments of the ~1H and ^(13) C NMR data for t... Aim To investigate the NMR spectroscopy of amlodipine and risperidone.Methods 1D NMR and 2D NMR experimental techniques of gCOSY, gHSQC and gHMBC were wsed. Results Theassignments of the ~1H and ^(13) C NMR data for the two drugs were performed and confirmed by theevidence of J_(HF) and J_(CF). Conclusion The structures of amlodipine and risperidone wereconfirmed by careful analysis of regular 1D and 2D NMR spectroscopy. 展开更多
关键词 NMR ASSIGNMENT fluorine coupling AMLODIPINE RISPERIDONE
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Hydration phase and pore structure evolution of hardened cement paste at elevated temperature 被引量:5
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作者 XIANG Yu XIE You-jun +1 位作者 LONG Guang-cheng HE Fu-qiang 《Journal of Central South University》 SCIE EI CAS CSCD 2021年第6期1665-1678,共14页
To understand the effect of steam curing temperature on the hydrate and microstructure of hardened cement paste,several measuring methods including X-ray diffraction(XRD),atomic absorption spectroscopy(ASS),ion chroma... To understand the effect of steam curing temperature on the hydrate and microstructure of hardened cement paste,several measuring methods including X-ray diffraction(XRD),atomic absorption spectroscopy(ASS),ion chromatography,conductivity meter,alternating-current impedance spectroscopy and nuclear magnetic resonance(NMR)are employed to investigate the hydration characteristics,pore solution composition and conductivity,resistivity and pore structure during the steam curing process.Experimental results show that steam curing promotes the hydration process,greatly raises the resistivity,and decreases the porosity of specimen at early age.Compared with being treated at 45℃,higher temperature leads to a fast decomposition of ettringite at initial stage of the constant temperature treatment period,which improves the relative content and ionic activity of the conductive ions in pore solution.Furthermore,the number of pores larger than 200 nm increases significantly,which reduces the resistivity of the hardened cement paste.Cement paste treated at 45℃ has a more stable and denser microstructure with less damages. 展开更多
关键词 cement paste high-temperature curing pore structure AC impedance nuclear magnetic resonance
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One-pot synthesis and structural characterization of urea-isobutyraldehyde-formaldehyde resin 被引量:1
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作者 张一甫 曾幸荣 《Journal of Central South University》 SCIE EI CAS 2009年第1期80-84,共5页
Urea-isobutyraldehyde-formaldehyde (UIF) resin was synthesized from urea, isobutyraldehyde, and formaldehyde using sulfuric acid as a catalyst by one pot method. The effects of molar ratios of isobutyraldehyde to form... Urea-isobutyraldehyde-formaldehyde (UIF) resin was synthesized from urea, isobutyraldehyde, and formaldehyde using sulfuric acid as a catalyst by one pot method. The effects of molar ratios of isobutyraldehyde to formaldehyde (n(I)/n(F)) and aldehyde to urea (n(A)/n(U)) on the yield, hydroxyl value (vs KOH) and softening point of the resin were investigated. The structure of the resin was characterized by FT-IR, 1H-NMR and 13C-NMR. The results show that when the molar ratio of urea to isobutyraldehyde to formaldehyde (n(U)/n(I)/n(F)) is 1.0/3.0/3.0, the yield UIF resin is 67.1%, and the softening point and hydroxyl value are 88 ℃ and 37 mg/g, respectively. The FT-IR, 1H-NMR and 13C-NMR results show that the lactam is formed by aminomethylation from urea, isobutyraldehyde, and formaldehyde. 展开更多
关键词 UREA ISOBUTYRALDEHYDE FORMALDEHYDE RESIN synthesis structural characterization
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STUDIES ON THE CHEMICAL STRUCTURES OFACTIVATED CARBON FIBERS BY SOLID STATE NMR
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作者 FU Ruowen LIU Ling +2 位作者 ZENG Hanmin HUANG Wenqiang SUN Pingchuan 《Chinese Journal of Reactive Polymers》 1999年第1期12-19,共8页
The solid stale C13-NMR spectra of different ACFs from various precursor fiberswere recorded in this paper. The effects of activation conditions on chemical structuresOf ACFs, as well as the changes of chemical struct... The solid stale C13-NMR spectra of different ACFs from various precursor fiberswere recorded in this paper. The effects of activation conditions on chemical structuresOf ACFs, as well as the changes of chemical structures during carbonization and redoxreaction were investigated by NMR technique. At same time, the solid state P31-NMRspectra of ACFs are studied The C13-NMR spectra of ACFs can be divided into sixbands that are assigned to methyl and methylene groups, hydroxyl and ether groups,acetal (or methylenedioxy carbon, graphite-like aromatic carbon structure, phenol,and quinone groups, respectively. Only phosphorous pentoxide exists on ACFs andCFs. Moreover, most of them are stuck over the crystal face but not at the edge ofgraphite-like micro-crystaL The carbonization and activation conditions affect theC13-NMR spectra of ACFs. The experimental results indicate that the redox reactionof ACFs with oxidants greatly consumes C-H group. 展开更多
关键词 Activated carbon fiber Solid state C13-NMR Solid state P31-NMR Oxidation-reduction
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融入平滑组稀疏化的脑部MRI图像分类 被引量:1
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作者 黄帅辉 王金凤 《中国图象图形学报》 CSCD 北大核心 2022年第3期885-897,共13页
目的阿尔茨海默症(Alzheimer’s disease,AD)是主要的老年病之一,并正向年轻化发展。早期通过核磁共振(magnetic resonance imaging,MRI)图像识别AD的发病阶段,有助于在AD初期及时采取相关干预措施和治疗手段,控制和延缓AD疾病恶化。为... 目的阿尔茨海默症(Alzheimer’s disease,AD)是主要的老年病之一,并正向年轻化发展。早期通过核磁共振(magnetic resonance imaging,MRI)图像识别AD的发病阶段,有助于在AD初期及时采取相关干预措施和治疗手段,控制和延缓AD疾病恶化。为此,提出了基于平滑函数的组L1/2稀疏正则化(smooth group L1/2,SGL1/2)方法。方法通过引入平滑组L1/2正则化实现组内稀疏,并将原先组L1/2方法中含有的非平滑的绝对值函数向平滑函数逼近,解决了组L1/2方法中数值计算振荡和收敛难的缺点。SGL1/2方法能够在保持分类精度的前提下,加速对模型的求解。同时在分类方法中,引入一个校准hinge函数(calibrated hinge,Chinge)代替标准支持向量机(support vector machine,SVM)中的hinge函数,形成校准SVM(calibrated SVM,C-SVM)用于疾病的分类,使处于分类平面附近的样本更倾向于分类的正确一侧,对一些难以区分的样本能够进行更好的分类。结果与其他组级别上的正则化方法相比,SGL1/2与校准支持向量机结合的分类模型对AD的识别具有更高的分类性能,分类准确率高达94.70%。结论本文提出的组稀疏分类模型,实现了组间稀疏和组内稀疏的优点,为未来AD的自动诊断提供了客观参照。 展开更多
关键词 阿尔茨海默症(AD) 组L1/2稀疏正则化 校准支持向量机(C-SVM) 结构化磁共振 组间稀疏 组内稀疏
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Tuning crystal structure and magnetic property of dispersible FePt intermetallic nanoparticles 被引量:3
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作者 Jing Yu Weiliang Gao +6 位作者 Fei Liu Yanmin Ju Fan Zhao Ziyu Yang Xin Chu Shenglei Che Yanglong Hou 《Science China Materials》 SCIE EI CSCD 2018年第7期961-968,共8页
Dispersible FePt intermetallic nanopartides (NPs) with tunable composition were synthesized by thermal annealing of MgO coated A1-FePt (or A1-FePt-Fe304) NPs followed by an acid treatment to remove MgO. High-tem- ... Dispersible FePt intermetallic nanopartides (NPs) with tunable composition were synthesized by thermal annealing of MgO coated A1-FePt (or A1-FePt-Fe304) NPs followed by an acid treatment to remove MgO. High-tem- perature annealing facilitates the conversion of FePt from disordered alloy to ordered intermetaUics. Under the protec- tion of MgO, the diffusion of Fe and Pt atoms was limited, making it possible for the atom reconstruction in the lattice to give discrete FePt intermetaUic NPs after a facile acid etching process. FePt intermetallic NPs formed face-centered cubic and face-centered tetragonal structures with their magnetic properties tuned by composition. The saturation magnetiza- tion was adjusted from 8 to 52 emu g^-1 by increasing the Fe concentration, while the coercivity reached a max/mum of 33 kOe when Fe concentration was 44%. After surface mod- ifications by hydrophilic or hydrophobic molecules containing thiol groups, FePt intermetallic NPs could be dissolved into water or hydrocarbon solvents. The hydrophilic L10-FePt in- termetallic NPs were applied as contrast agents for magnetic resonance imaging, showing a high transverse relaxivity of 328.6 mmo1^-1 L s^-l, which indicated the great potential of FePt intermetallic NPs as molecular probes for cancer diagnosis. 展开更多
关键词 FePt intermetallic nanoparticles chemical ordering magnetic materials contrast agent
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A Zernike-moment-based non-local denoising filter for cryo-EM images 被引量:5
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作者 WANG Jia YIN ChangCheng 《Science China(Life Sciences)》 SCIE CAS 2013年第4期384-390,共7页
Cryo-electron microscopy (cryo-EM) plays an important role in determining the structure of proteins, viruses, and even the whole cell. It can capture dynamic structural changes of large protein complexes, which other ... Cryo-electron microscopy (cryo-EM) plays an important role in determining the structure of proteins, viruses, and even the whole cell. It can capture dynamic structural changes of large protein complexes, which other methods such as X-ray crystallography and nuclear magnetic resonance analysis find difficult. The signal-to-noise ratio of cryo-EM images is low and the contrast is very weak, and therefore, the images are very noisy and require filtering. In this paper, a filtering method based on non-local means and Zernike moments is proposed. The method takes into account the rotational symmetry of some biological molecules to enhance the signal-to-noise ratio of cryo-EM images. The method may be useful in cryo-EM image processing such as the automatic selection of particles, orientation determination, and the building of initial models. 展开更多
关键词 cryo-electron microscopy non-local means Zernike moments rotational symmetry
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