Color Image Clustering using Block Truncation Algorithm

With the advancement in image capturing device, the image data been generated at high volume. If images are analyzed properly, they can reveal useful information to the human users. Content based image retrieval address the problem of retrieving images relevant to the user needs from image databases on the basis of low-level visual features that can be derived from the images. Grouping images into meaningful categories to reveal useful information is a challenging and important problem. Clustering is a data mining technique to group a set of unsupervised data based on the conceptual clustering principal: maximizing the intraclass similarity and minimizing the interclass similarity. Proposed framework focuses on color as feature. Color Moment and Block Truncation Coding (BTC) are used to extract features for image dataset. Experimental study using K-Means clustering algorithm is conducted to group the image dataset into various clusters

Long term hydrophilic coating on poly(dimethylsiloxane) substrates for microfluidic applications

Poly(dimethylsiloxane) (PDMS) has been used extensively for microfluidic components and as substrates for biological applications. Since the native nature of PDMS is hydrophobic it requires a functionalization step for use in conjunction with aqueous media. Commonly, oxygen plasma treatment is used for the formation of hydrophilic groups on the surface. However, the hydrophilic nature of these surfaces is short lived and the surfaces quickly revert back to their original hydrophobic state. In this work, branched-polyethylenimine (b-PEI) was used for long term modification of plasma treated PDMS surface. Contact angle, X-ray photoelectron spectroscopy (XPS) and Atomic force microscopy (AFM) were used for characterization of the modified surfaces and their stability with time was studied. The results obtained demonstrate that comparatively higher stability, hydrophilic, positively charged surfaces can be obtained after b-PEI treatment. These b-PEI treated PDMS surfaces can be used as fluidic channels for the separation of molecules as well as a substrate for the adherence of bio-molecules or biological cells

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Not AvailableProteins are serving as source of energy and amino acids that contribute to growth and maintenance of the body. Along with nutritional role, proteins are responsible for various physiochemical and sensory properties of foods, and may act as functional and health-promoting ingredients. Many of the physiological and functional properties of proteins are attributed to biologically active peptides which are often encrypted in the native sequence. Native protein serve as a precursor for bioactive peptides which can be produced from the protein precursor by digestive enzymes (gastrointestinal digestion), during food processing (ripening, fermentation, cooking), storage, or by invitro hydrolysis by proteolytic enzymes. Bioactive peptides are short specific peptides that can alter body functions or conditions and may ultimately influence health positively. Bioactive peptides mainly contain 3–20 amino acid units, but in some cases the size can be larger.Not Availabl

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IJCM_139A: Prevalence of Hypertension among the Urban Adolescents: A Prospective Robust Survey

Background: Childhood Blood pressure (BP) is a strong indicator of adult blood pressure (BP), hence, early detection and intervention is important in adolescents. Studies from China and United States have shown BP in adolescents to be variable and has indeed outlined the need to obtain three separate readings before diagnosing hypertension. There is a dearth of this documentation of blood pressure readings at different occasions in adolescents from the Indian settings. Objective: To determine the prevalence of elevated blood pressure and hypertension among 10-18 years school going adolescents. Methodology: This was a prospective longitudinal study conducted across the five urban schools of Bhopal amongst 10-18 years adolescents. Multistage cluster sampling was adopted to cover an estimated sample size of 780 over a one-year period. Those adolescents who were present during the time of survey following their parent’s consent were included. Those who were absent at two occasions during the follow up visit and those who were diagnosed with secondary hypertension were excluded. Those who satisfied the study criteria were given a self-administered WHO STEPS questionnaire initially. The height and weight were obtained followed by measurement of three auscultatory BP readings at an interval of one week apart (American Academy of paediatrics (Updated guidelines 2017) in each student. The R shiny app calculator was used for classifying hypertension in adolescents. The study was funded by AIIMS Bhopal and ethical clearance was obtained from the institute. Results: The overall prevalence of elevated BP/hypertension in adolescents was 1.4% (N=795). There was a positive correlation between BMI and (SBP & DBP). The generalised linear mixed model showed age, BMI and boys to have higher predisposition to elevated BP/HTN. There was a significant difference in the SBP and DBP between the 3 visits stratified by sex. Also, the change in SBP and DBP between the readings were significant by ANOVA. Conclusion: The prevalence of elevated BP/HTN was 1.4% with girls being protective for girls. The study cannot be generalised as it is limited to the Government schools with relatively small sample size