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An abnormal condition which troubles a living organism is called a disease. Nowadays, the most common problems thepeople are affected by are the heart problems. Several times, they lead to death in most cases due to the lack of correctdiagnosis. The volume of data has been increasing rapidly in the area of health care. Predicting the heart problems is verydifficult for the physicians. It is intractable to find the interesting patterns among enormous volumes of data. To find those,pattern recognition can be used, and to discover the hidden knowledge, data mining can be used. There have been a largenumber of medical data sets available in the market. Among all types of heart diseases, Cardio Vascular Disease is a type.So, many researchers carried out their works in heart disease dataset with 13 attributes, and 15 attributes with various datamining methods. In this study, ranking method was used in preprocessing a stage with total of 17 attributes for strengtheningthe rate of accuracy. The Zero R and J48 algorithms from NN and Multilayer Perceptron & decision tree were appliedrespectively on the dataset. The classifiers’ performance was analyzed by error rate and time complexity with accuracy. Inthis research, Multilayer perceptron classifier showed high accuracy results with 13 attributes. Out of these three classifiers,J48 classifier gave high accuracy, minimum error rate and less time while using 17 attributes. Hence, these approaches canbe very useful to the physicians to take decisions at the proper time. This research work was entirely carried out by WEKA(Waikato Environment Knowledge Analysis) data mining tool.
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Objective:To improve the determination method of vitamin U in vitamin U preparations. Methods: A potentiometric titration method was established for the determination of vitamin U and the results were compared with those of the manual titration method described in the current quality standard. Results:The determination results of vitamin U by the potentiometric titration method were affected by neither the excipients and the other components contained in the preparations,nor the precipitation produced in the ti-tration process. The recoveries for two types of vitamin U ( methylmethinine sulfonium chloride and s-methy-L-methionine iodide) were 99. 47%(RSD=1. 0%,n=9) and 100. 22%(RSD=1. 4%,n=9), respectively. The determination results of 6 samples from 3 dif-ferent companies detected by the method were basically consistent to those detected by the manual titration method described in the cur-rent quality standards with the relative deviation less than or equal to 0. 5%. Conclusion:The method is simple,accurate and reliable, and can be used for the quantitative determination of vitamin U in various vitamin U preparations.
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Objective:To improve the determination method of vitamin U in vitamin U preparations. Methods: A potentiometric titration method was established for the determination of vitamin U and the results were compared with those of the manual titration method described in the current quality standard. Results:The determination results of vitamin U by the potentiometric titration method were affected by neither the excipients and the other components contained in the preparations,nor the precipitation produced in the ti-tration process. The recoveries for two types of vitamin U ( methylmethinine sulfonium chloride and s-methy-L-methionine iodide) were 99. 47%(RSD=1. 0%,n=9) and 100. 22%(RSD=1. 4%,n=9), respectively. The determination results of 6 samples from 3 dif-ferent companies detected by the method were basically consistent to those detected by the manual titration method described in the cur-rent quality standards with the relative deviation less than or equal to 0. 5%. Conclusion:The method is simple,accurate and reliable, and can be used for the quantitative determination of vitamin U in various vitamin U preparations.
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As a mono-sodium salt form of alendronic acid, alendronate sodium presents multi-level ionization for the dissociation of its four hydroxyl groups. The dissociation constants of alendronate sodium were determined in this work by studying the piecewise linear relationship between volume of titrant and pH value based on acid-base potentiometric titration reaction. The distribution curves of alendronate sodium were drawn according to the determined pKa values. There were 4 dissociation constants (pKa1=2.43, pKa2=7.55, pKa3=10.80, pKa4=11.99, respectively) of alendronate sodium, and 12 existing forms, of which 4 could be ignored, existing in different pH environments.
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Objective]To establish a new method for grafting ratio(GR) analysis of deoxycholic acid grafted chitosan(CS-DCA). [Methods]In this study, linear potentiometric titration(LPT) and 2,4,6-trinitrobenzenesulfonicacid(TNBS) were introduced to measure the GR of CS-DCA, using the 1H-nuclear magnetic resonance(1H-NMR) as reference, the results obtained by the two methods were analyzed to find a method to substitute H-NMR. [Results]There was no significant difference of the data determined by 1H-NMR and LPT(P>0.05), however, it didn't apply to 1H-NMR and TNBS(P<0.05), the results indicated that LPT had equivalent accuracy of 1H-NMR. Using 1H-NMR method as the standard reference, the relative error was no more than 3.8% for the method of LPT, and the maximum relative error for the method of TNBS was up to 12.8%, it meant that LPT had higher precision. [Conclusion]LPT is an economical, rapid and accurate method for the GR analysis of CS-DCA.
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Objective: To improve the standardization method for ethanol potassium hydroxide volumetric solution. Methods: A new potentiometric titration method was established and compared with the indicator method described in Chinese Pharmacopeia (2010 edition) . Results:There was no significant difference between the results of the potentiometric method and the indicator method( P>0. 05). Furthermore, the potentiometric titration had significant jump range, good precision and high reliability. Conclusion:The po-tentiometric method can be used in the standardization of ethanol potassium hydroxide volumetric solution.
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OBJECTIVE: To establish an HPLC method and potentiometric titration method for the determination of escitalopram oxalate and its related substances for quality control.
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DMAE glycolate (DG) and sunscreens have been used associated in anti-aging dermocosmetic formulations. Despite extensive use of these substances, methods for quantification of DG as raw material and in cosmetic formulations, especially when associated, are not described in the literature. RP-HPLC and non-aqueous titration methods, with determination potentiometric end-point (PT), were developed and validated for rapid assay of DG as raw material and in a topic emulsion in association with sunscreens. Both methods are simple, selective, linear, accurate and precise. The PT method was chosen for stability study of DG in the formulation developed. The proposed formulation presented good stability performance as regards aspect, pH, apparent viscosity, and SPF, with less than 5% of DG degradation compared to initial conditions.
Glicolato de DMAE (DG) e protetores solares têm sido utilizados associados em formulações dermocosméticas antiidade. Apesar da ampla utilização dessas substâncias, métodos de quantificação para DG matéria-prima e em formulações cosméticas, especialmente quando associados, não estão descritos na literatura. Neste trabalho foram desenvolvidas e validadas metodologias por CLAE-FR e titulação em meio não-aquoso, com determinação do ponto final por potenciométrica (TP), para a rápida análise de DG matéria-prima e em emulsão tópica em associação com fotoprotetores. Ambos os métodos são simples, seletivos, lineares, exatos e precisos. O método TP foi escolhido para o estudo da estabilidade do DG na formulação desenvolvida. A formulação proposta apresentou um bom desempenho no que se refere a estabilidade, aspecto, pH, viscosidade aparente e SPF, com menos de 5% degradação do DG comparado as condições iniciais.
Sujets)
Déanol/administration et posologie , Déanol/analyse , Déanol/pharmacologie , Produits antisolaires/pharmacologie , Technologie des Cosmétiques , Chromatographie en phase liquide à haute performance/statistiques et données numériquesRésumé
OBJECTIVE: To improve the determination method of terbinafine hydrochloride by non-aqueous potentiometric titration.METHODS: Potentiometric titration was adopted to determine the content of terbinafine hydrochloride using glacial acetic acid as solvent,acetic anhydride instead of mercury acetate.Results of improved determination method were compared with that of primary method.RESULTS: One abrupt change was obtained in the titration curve.The repeatability precision RSD was lower than 0.15%.Results of improved determination method were compared with that of primary method with maximum deviation of 0.1%.CONCLUSION: Improved method not only discards mercuric salt but also obtain obvious abrupt change of titration curve.It is simple and rapid for the determination of terbinafine hydrochloride.
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Objective To determine and compare the contents of free total organic acids in Pinellia ternata and its processed products.Methods Back potentiometric titration was employed to determine the contents of free total organic acids in Pinellia ternata and its processed products.Results The contents of free total organic acids in three batches of Pinellia ternata and its processed products were determined.The contents of free total organic acids in prepared rhizoma pinelliae was higher than that of the crude drug.The recovery was 95.20% and RSD was 1.81%.Conclusion This method were simple,accurate and can be used to estimate the quality of Pinellia ternata and its processed products(prepared with potash alum and juice of rhizima zingiber or with just potash alum).
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OBJECTIVE:To establish a mercury-free perchloric acid potentiometric titration method for the content determination of rocuronium bromide.METHODS:Mettler DG113-SC was used as the composite electrode.The potentiometric titration was performed with glacial acetic acid and acetic anhydride as solvents and perchloric acid(0.1 mol?L-1) as titration.The method was compared with that stated in European Pharmacopeia.RESULTS:The linear range of rocuronium bromide was 0.150 1～0.401 3 g(r=0.999 9) with an average recovery within 99.90%～99.98%.The detection limit was 1.71 mg.There was no difference between results detected by two methods.CONCLUSION:The method is simple,sensitive and accurate for the content determination of rocuronium bromide.
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Objective To develope a method for determination of hydroxide in depilatory cosmetics and to provide the basis for the establishment of national standard method for determination of hydroxide in depilatory cosmetics. Methods Potentiometric titration method was used in this assay. Results This method revealed good precision(RSD
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0.05). The titrimetric determination of standard solution containing different levels of chloride showed recovery rates of 98.0%～103.7%, relative standard deviation was 0.16%. Conclusion Automatic potentiometric titration was easy to grasp, rapid and accurate, which was a new analytical method worthy to be applied extensively.
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AIM: Determination of total alkaloids in Dendrobium nobile Lindl.METHODS: Dried materials were subjected to exhaustive extraction with ethanol: water (9:1,v/v) under reflux.Following filtration and condensation,the residue was dissolved in 3% hydrochloric acid and filtered.The solution was refined using a strongly acidic cation exchange resin column through sequential elution.After elution of deionized H2O,the eluent with 50% of alcoholic plus 5% of ammonia was collected until alkaloids were completely desorbed and evaporated under reduced pressure.The test sample was obtained.The test sample was dissolved in glacial acetic acid and titrated with perchloric acid titrand(0.1 mol/L) with automatic titrator.The herb should contain alkaloids,calculated as dendrobium(per 1ml of perchloric acid titrand is equivalent to 26.3 mg dendrobium).RESULTS: The results of three batches of material were 0.85% ,0.63% ,1.03% respectively.CONCLUSION: The method is convenient,fast,effective and reliable.Automatic potentiometric titration can be used for determination of alkaloids in Dendrobium nobile Lindl.