Asia-Pacific Journal of Science and Technology最新文献_第10页

Time series forecasting in anxiety disorders of outpatient visits using data mining 基于数据挖掘的门诊焦虑症时间序列预测

Asia-Pacific Journal of Science and Technology Pub Date : 2015-06-01 DOI: 10.14456/KKURJ.2015.19

et.al Vatinee Sukmak

{"title":"Time series forecasting in anxiety disorders of outpatient visits using data mining","authors":"et.al Vatinee Sukmak","doi":"10.14456/KKURJ.2015.19","DOIUrl":"https://doi.org/10.14456/KKURJ.2015.19","url":null,"abstract":"This study aims to forecast the number of anxiety disorders patients who would be seeking treatment at an outpatient clinic in 2011 by comparing two Artificial Neural Network (ANN) models and selecting the most powerful model. Data were collected from the Prasrimahabhodi Psychiatric Hospital database. In order to develop a forecasting model, we used 4 years of data from January 2007 to December 2010 to construct the demand forecast model, whereas those from the following year (January to December 2011) were used to evaluate the model. Forecasted models were constructed with two ANN models: Radial Basis Function (RBF) and Multi-Layer Perceptron networks (MLP). The forecast accuracies for the models were evaluated via Mean Absolute Percentage Error (MAPE). The RBF was selected as the final model. The results demonstrated that monthly anxiety disorders patient visits can be predicted with good accuracy using the RBF model technique in time series analysis since the MAPE is below 20%. The majority of patients was female, married, farmers, aged between 40-59 years old and diagnosed with other anxiety disorders (F41). An average of one hundred and fifty patients of all ages attended each month at outpatient services with the highest being 244 and the lowest 76. The forecast cases exceeded the actual clinical cases in the 20-39 age groups. Accurate forecasting of outpatient visits can play a significant role in the management of a health care system.","PeriodicalId":8597,"journal":{"name":"Asia-Pacific Journal of Science and Technology","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2015-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66675994","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 3

Antioxidant and Antibacterial Activities of Indian Marsh Fleabane (Pluchea indica (L.) Less) 印度沼泽Fleabane (Pluchea indica (L.))的抗氧化和抗菌活性少)

Asia-Pacific Journal of Science and Technology Pub Date : 2015-06-01 DOI: 10.14456/KKURJ.2015.12

et.al Rawinipa Srimoon

{"title":"Antioxidant and Antibacterial Activities of Indian Marsh Fleabane (Pluchea indica (L.) Less)","authors":"et.al Rawinipa Srimoon","doi":"10.14456/KKURJ.2015.12","DOIUrl":"https://doi.org/10.14456/KKURJ.2015.12","url":null,"abstract":"Ethanolic extracts of various parts of Pluchea indica (L.) Less were analyzed for DPPH radical scavenging capacities, total phenolic contents and antibacterial activities. The results showed that fresh root extract had the most antioxidant activities (0.16  0.001 mg/mL EC50, 20.02  0.177 mg/g TEAC and 15.79  0.008 mg GAE/g total phenolic content). Antioxidative activities of most fresh samples were significantly higher than that of dry samples (P < 0.05). The low antioxidative activities of dry samples might be due to the effect of drying (60 oC for 2 days). In contrast, tea leaves extract exhibited the high antioxidant capacities (0.28  0.012 mg/mL EC50, 11.86  0.519 mg/g TEAC and 3.18  0.012 mg GAE/g total phenolic content) due to the formation of Maillard reaction products during heating at lower temperature for a shorter period (50 oC for 2 hrs). Antibacterial activities assessed by the disc diffusion method showed that all of investigated bacteria were inhibited by the extract of fresh root, fresh twig, dry stem and tea leaves, while the extract of fresh and dry flower, fresh and dry leaves, and dry root showed the less inhibition potential. The minimal inhibitory concentrations (MICs) of extracts using agar microdilution and disc diffusion method showed significant inhibition activities even at 2 – 16 fold dilutions, with the most effective result in fresh root extract as low as 64 fold dilution. Tea leaves extract also had high inhibitory capacities when the concentrations were 4 - 16 fold dilution. Fresh root extract had the most excellent inhibition potential against Bacillus cereus, Pseudomonas fluorescens and Salmonella typhimurium (0.16, 0.16 and 0.32 mg/mL MICs, respectively). Inhibitory activities against Escherichia coli were very low. The increase in antioxidant activities did increase antibacterial abilities.","PeriodicalId":8597,"journal":{"name":"Asia-Pacific Journal of Science and Technology","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2015-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66675432","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 13

Application of GIS-based Curve Number Method for Runoff Estimation in Agricultural-Forest Watershed, Thailand 基于gis的曲线数法在泰国农林流域径流估算中的应用

Asia-Pacific Journal of Science and Technology Pub Date : 2015-06-01 DOI: 10.14456/KKURJ.2015.13

Tharapong Phetprayoon

引用次数: 4

A Review of Data Management in Internet of Things 物联网数据管理研究综述

Asia-Pacific Journal of Science and Technology Pub Date : 2015-06-01 DOI: 10.14456/KKURJ.2015.18

Suwimon Vongsingthong, Sucha Smanchat

引用次数: 28

Aedes aegypti larval habitats and dengue vector indices in a village of Ubonratchathani province in the north-east of Thailand 泰国东北部乌汶拉差他尼省一个村庄的埃及伊蚊幼虫栖息地和登革热媒介指数

Asia-Pacific Journal of Science and Technology Pub Date : 2015-06-01 DOI: 10.14456/KKURJ.2015.20

et.al Jaruwan Wongbutdee

引用次数: 3

Analysis of capsaicin and dihydrocapsaicin from sweet-to-very hot chilli peppers using an ultrasound-assisted extraction followed by RP-HPLC-PDA 超声辅助提取-反相高效液相色谱- pda法分析甜至极辣辣椒中的辣椒素和二氢辣椒素

Asia-Pacific Journal of Science and Technology Pub Date : 2015-03-01 DOI: 10.14456/KKURJ.2015.6

et.al Supachinee Keharom

引用次数: 1

Immediate Effects of Low-Frequency Repetitive Transcranial Magnetic Stimulation to Augment Task-Specific Training in Sub-acute Stroke 低频重复经颅磁刺激增强亚急性脑卒中任务特异性训练的即时效果

Asia-Pacific Journal of Science and Technology Pub Date : 2015-03-01 DOI: 10.14456/KKURJ.2015.10

et.al Jenjira Thanakamchokchai

{"title":"Immediate Effects of Low-Frequency Repetitive Transcranial Magnetic Stimulation to Augment Task-Specific Training in Sub-acute Stroke","authors":"et.al Jenjira Thanakamchokchai","doi":"10.14456/KKURJ.2015.10","DOIUrl":"https://doi.org/10.14456/KKURJ.2015.10","url":null,"abstract":"The current study examined the immediate effects of a single-session low-frequency repetitive transcranial magnetic stimulation (LF-rTMS) with task-specific training in sub-acute stroke. Sixteen participants were randomly received either active LF-rTMS (experimental group) over the non-lesioned hemisphere or sham stimulation (control group). Consequently, both groups underwent task-specific training with the paretic hand and constrained the non-paretic hand by a mitt for 1 hour. The authors evaluated the corticospinal excitability of the non-lesioned hemisphere (evaluated by motor evoked potential (MEP) amplitude) and the behavioral outcomes of both hands (evaluated by total movement time (TMT) of the Wolf Motor Function Test). There were significant differences between the two groups in the MEP amplitude of the non-lesioned hemisphere at post LF-rTMS and post motor training. Comparing to that of the baseline, the experimental group showed a greater decrease in TMT of the paretic hand immediately after active LF-rTMS than the control group. Additionally, the TMT of experimental group further decreased after the motor training and it was significantly less than that of the control group. Therefore, the task-specific training effect was augmented by LF-rTMS to improve the performance of paretic hand in sub-acute stroke.","PeriodicalId":8597,"journal":{"name":"Asia-Pacific Journal of Science and Technology","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2015-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66675369","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 5

Determination of lipophilic and hydrophilic antioxidant activities in the crude extracts of ten varieties of tomatoes 10个番茄品种粗提物亲脂和亲水抗氧化活性的测定

Asia-Pacific Journal of Science and Technology Pub Date : 2015-03-01 DOI: 10.14456/KKURJ.2015.7

et.al Phitchan Sricharoen

引用次数: 2

Microwave Drying of Moringa oleifera (Lam.) Leaves: Drying Characteristics and Quality Aspects 辣木微波干燥的研究叶子:干燥特性和质量方面

Asia-Pacific Journal of Science and Technology Pub Date : 2015-03-01 DOI: 10.14456/KKURJ.2015.2

Yuparat Potisate

{"title":"Microwave Drying of Moringa oleifera (Lam.) Leaves: Drying Characteristics and Quality Aspects","authors":"Yuparat Potisate","doi":"10.14456/KKURJ.2015.2","DOIUrl":"https://doi.org/10.14456/KKURJ.2015.2","url":null,"abstract":"Moringa oleifera (L.) leaves contain significant amounts of bioactive compounds with high antioxidant activities. The aim of this study was to determine drying characteristics using microwave drying (MWD) at different MW powers from 150 to 900 W. Quality aspects in terms of total phenolic content (TPC), DPPH radical scavenging activity, color, rehydration ratio as well as HPLC measurement of quercetin and kaempferol. The drying data were fitted to four drying models. It was found that three parameter model gave the best fit. The drying constant was related to the MW power using an Arrhenius model. Effective moisture diffusivity (Deff) increased with MW power. The dominant antioxidants were measured in terms of TPC, DPPH radical scavenging activity, content of quercetin and kaempferol. All antioxidants were increased with increasing MW powers for both whole-leaf and half-leaf. The dried whole-leaf at 900W yielded the highest TPC, DPPH radical scavenging activity, content of quercetin and the lowest total color difference (E*). The dried whole-leaf using MWD at 900W were compared with the conventional drying (tray drying at 60C, 70 min), sun drying (SD) and infrared drying (IRD) in terms of TPC, DPPH radical scavenging activity, contents of quercetin and kaempferol. It was found that the dried whole-leaf using MWD at 900W had the highest TPC, DPPH radical scavenging activity and quercetin content and could increase the retention of TPC (43.28%), DPPH radical scavenging activity (25.64%) and quercetin (64.10%). Therefore, the commercial processing of M. oleifera leaves could be improved by using MWD, as the drying time was considerably reduced and the dried M. oleifera leaves had a higher TPC, DPPH radical scavenging activity and quercetin.","PeriodicalId":8597,"journal":{"name":"Asia-Pacific Journal of Science and Technology","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2015-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66676033","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 15

Optimization of anthocyanin and effects of acidulants on phytochemicals and antioxidant activities in purple waxy corn cookies 紫蜡玉米甜饼中花青素的优化及酸化剂对植物化学物质和抗氧化活性的影响

Asia-Pacific Journal of Science and Technology Pub Date : 2015-03-01 DOI: 10.14456/KKURJ.2015.8

et.al Hathaigan Kokkaew

{"title":"Optimization of anthocyanin and effects of acidulants on phytochemicals and antioxidant activities in purple waxy corn cookies","authors":"et.al Hathaigan Kokkaew","doi":"10.14456/KKURJ.2015.8","DOIUrl":"https://doi.org/10.14456/KKURJ.2015.8","url":null,"abstract":"The objectives of this study were: 1) to investigate the optimal condition of purple waxy corn cookies (PWCCs) process on the maximal anthocyanin content using response surface methodology (RSM) 2) to evaluate the effects of adding organic acids of PWCCs on the total anthocyanin content (TAC), total flavoniod content (TFN), total phenolic content (TPN), 2,2’-azinobis(3-ethylbenzothiazoline-6-sulfonic acid) radical scavenging ability (ABTS-RSA), ferrous chelating ability (FCA) and 3) to investigate the effects of storage temperatures of PWCCs on TAC and total plate counts (TPC). The optimum condition for maximal TAC (221.47 µg CE/g) was: 1.08% guar gum content and 24.5% water content (flour base basic). The acidification of PWCCs with four organic acids including citric acid, fumaric acid, glucono-delta-lactone (GDL) and lactic acid at 0, 1, 2, 3, 4, 5, or 6% (flour weight basis) could reduce TAC, TFN, TPN, ABTS-RSA and FCA degradations. In addition, PWCCs exhibited a significant decrease in phytochemical and antioxidant degradations as increasing of acid concentrations. However, acidified PWCC with 3% citric acid showed the highest of TAC (269.2 µg CE/g), TFN (398.9 mg QE/g), TPN (688.6 mg GE/g), ABTS-RSA (3.8 mg TE/g), and FCA (544.6 µg EDTA/g). Lightness and chroma values of PWCCs were significantly increased as acid concentrations increased meanwhile hue value was decreased. Storage condition of PWCCs at 4 oC could reduce the anthocyanin degradation and the growth of microbes higher than storage at room temperature. This study confirmed that RSM was appropriately used to maximize the anthocyanin contents in PWCCs and adding organic acids could reduce the phytochemical and antioxidant degradations as well as microbial growth.","PeriodicalId":8597,"journal":{"name":"Asia-Pacific Journal of Science and Technology","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2015-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"66676016","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 5