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纸基纳米金阵列图像特征值自动提取方法 被引量:2
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作者 易鑫 罗小刚 +2 位作者 钱烨 霍丹群 侯长军 《中国生物医学工程学报》 CAS CSCD 北大核心 2019年第2期184-191,共8页
纸基纳米金作为一种能够实现重金属离子检测的比色传感器,具备快速、精确、特异性高等优点。当前,手动处理是实现纸基特征信息提取的主要方式,其效率低下,容易引入人为误差,所得特征信息的可重复性也较差。针对这些问题,在纸基阵列图像... 纸基纳米金作为一种能够实现重金属离子检测的比色传感器,具备快速、精确、特异性高等优点。当前,手动处理是实现纸基特征信息提取的主要方式,其效率低下,容易引入人为误差,所得特征信息的可重复性也较差。针对这些问题,在纸基阵列图像基础上,提出基于HSI颜色空间和种子区域生长的两阶段自动特征提取方法。首先将图像由RGB空间转换到HSI空间完成粗分割、形态学滤波和网格划分;在此基础上提出首先基于色调吸引力(HAF)和亮度吸引力(IAF)的相似性度量的种子区域生长(SRG)算法,该算法有效地结合SRG算法的像素物理位置邻接特性和HAF及IAF的颜色空间邻接特性,实现细分割和特征提取。实验采用10张5×5纸基阵列(共计250个反应点),对该特征提取方法进行精度和稳定性测试,并采用10张不同尺寸的纸基阵列,对其进行自适应特性测试。实验结果表明,该特征提取方法的平均误差在1%以内,最大误差及标准差在5%以内,针对不同尺寸的阵列处理正确率为100%,具有较高的精度、稳定性和自适应性。 展开更多
关键词 阵列图像 特征提取 HSI颜色空间 种子区域生长 纸基纳米金
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Design ofL-Cysteine Functionalized Au@SiO2@Fe3O4/Nitrogen-doped Graphene Nanocomposite and Its Application in Electrochemical Detection of Pb2+ 被引量:3
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作者 NIE Jing HE Bin +6 位作者 CHENG Yanmei YIN Wei HOU Changjun huo danqun QIAN Linlin QIN Yunan FA Huanbao 《Chemical Research in Chinese Universities》 SCIE CAS CSCD 2017年第6期951-957,共7页
A novel magnetic electrochemical sensor was designed for determination of lead ions based on gold na- noparticles(AuNPs)@SiO2@Fe3O4/nitrogen-doped graphene(NG) composites functionalized with L-cysteine. The Au@SiO... A novel magnetic electrochemical sensor was designed for determination of lead ions based on gold na- noparticles(AuNPs)@SiO2@Fe3O4/nitrogen-doped graphene(NG) composites functionalized with L-cysteine. The Au@SiO2@Fe3O4/NG was synthesized by the electrostatic adsorption between AuNPs and SiO2-coated Fe304 NPs(SiO2@Fe304) and the amide bond between Au@SiO2@Fe3O4 and NG. L-Cysteine was successfully functionalized on the surface of Au@SiO2@Fe3O4/NG nanocomposites via the S--Au bond between L-cysteine and AuNPs. Owing to numerous active sites in L-cysteines and high conductivity of Au@SiO2@Fe3O4/NG composites, the pro- posed electrochemical sensor exhibited a well-distributed nanostructure and high responsivity toward Pb(II). The sensor linearly responded to Pb2+ concentration in the range of 5-80 μg/L with a detection limit of 0.6 μg/L, indicating that this L-cysteine functionalized Au@SiO2@Fe3O4/NG composite could be a promising candidate material for the detection of Pb2+. 展开更多
关键词 Electrochemical sensor Lead Nitrogen-doped graphene Au@SiO2@Fe3O4 L-CYSTEINE
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A Dual Read-out Molecularly Imprinted Composite Membrane Sensor Based on Zinc Porphyrin for the Detection of Dimethyl Methylphosphonate 被引量:2
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作者 ZHANG Ya QIAN Linlin +5 位作者 YIN Wei HE Bin LIU Fangmei HOU Changjun huo danqun FA Huanbao 《Chemical Research in Chinese Universities》 SCIE CAS CSCD 2016年第5期725-730,共6页
Molecularly imprinted membrane-zinc porphyrin-mathacrylate(MIM-Zn-MAA), a dual read-out sensor based on a molecularly imprinted membrane, was developed to recognize and detect dimethyl methylphosphonate (DMMP) as ... Molecularly imprinted membrane-zinc porphyrin-mathacrylate(MIM-Zn-MAA), a dual read-out sensor based on a molecularly imprinted membrane, was developed to recognize and detect dimethyl methylphosphonate (DMMP) as an intermediate molecule of organophosphorus pesticides. The membranes were prepared via thermal polymerization of two functional monomers(zinc porphyrin and mathacrylate) on the surface of a glass slide functio- nalized with ethylene glycol dimethacrylate and azobisisobutyronitrile. The morphology of the as-synthesized MIM-Zn-MAA was determined with scanning electronic microscopy. The composite membranes exhibited macrovoid morphologies, which were affected by the functional monomers. These membranes were selectively adsorbed onto the template molecule and displayed higher adsorbing capacity toward DMMP compared with their structural analogs Changes in the fluorescent spectra were qualitatively and quantitatively monitored via fluorescence photometry. Dif- ference maps were also obtained using colorimetry before and after the reaction between MIM-Zn-MAA and DMMP at various concentrations. The maps showed a wide linear range varying from 0.1 lamol/L to 10 mmol/L with a low detection limit of 0.1 lamol/L. These preliminary results demonstrate that the as-fabricated dual read-out sensor dis- plays good sensitivity and selectivity toward DMMP, indicating its considerable potential in DMMP detection in practical applications. 展开更多
关键词 Zinc porphyrin ORGANOPHOSPHATE Molecularly imprinted polymer membrane FLUORESCENCE Colorimetricdetection
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Colorimetric Artificial Nose for Identification of Breath Volatile Organic Compounds of Patients with Lung Cancer
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作者 WU Yu huo danqun +3 位作者 HOU Changjun FA Huanbao YANG Mei LUO Xiaogang 《Chemical Research in Chinese Universities》 SCIE CAS CSCD 2014年第4期572-577,共6页
A novel and highly sensitive colorimetric sensor array was developed for the detection and identification of breath volatile organic compounds(VOCs) of patients with lung cancer.Employing dimeric metalloporphyrins,m... A novel and highly sensitive colorimetric sensor array was developed for the detection and identification of breath volatile organic compounds(VOCs) of patients with lung cancer.Employing dimeric metalloporphyrins,metallosalphen complexes,and chemically responsive dyes as the sensing elements,the developed sensor array of artificial nose shows a unique pattern of colorific changes upon its exposure to eight less-reactive VOCs and their mixture gas at a concentration of 735 nmol/L within 3 min.Potential of quantitative analysis of VOCs samples was proved.A good linear relationship of 490-3675 nmol/L was obtained for benzene vapor with a detection limit of 49 nmol/L(S/N=3).Data analysis was carried out by Hierarchical cluster analysis(HCA) and principal component analysis(PCA).Each category of breath VOCs clusters together in the PCA score plot.No errors in classification by HCA were observed in 45 trials.Additionaly,the colorimetric sensor array showed good reproducibility under the cyclic sensing experiments.These results demonstrate that the developed colorimetric artificial nose system is an excellent sensing platform for the identification and quantitative analysis of breath VOCs of patients with lung cancer. 展开更多
关键词 Dimeric porphyrin Schiff base Colorimetric artificial nose Volatile organic compound
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