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    Development of statistic package for Generalize Linear Model
    (Mahidol University. Mahidol University Library and Knowledge Center, 2003) Wanlop Jaidee; Junya Pattaraarchachai
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    Multiphase CTA Collateral Circulation is an Excellent CT Indicator than CT ASPECTS in Predicting Clinical Outcome in Acute Ischemic Stroke
    (2025-07-01) Chiewvit P.; Ampornjarut P.; Nilanont Y.; Ngamsombat C.; Chiewvit P.; Mahidol University
    as good with mRS 0 to 2, or poor with mRS 3 to 6. Both univariate and multiple linear regression models were employed to predict patient outcomes. Results: Univariate analysis demonstrated a significant association between both the collateral score... and first phase CTA ASPECTS with clinical outcomes. However, in the multiple linear regression model, only the CTA ASPECTS emerged as a significant predictor of discharge mRS. The model accounted for 45.7% of the variance in mRS at discharge. A comparison
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    PublicationOpen Access
    Pharmacokinetic properties of intramuscular versus oral syrup paracetamol in Plasmodium falciparum malaria
    (2016) Thanaporn Wattanakul; Pramote Teerapong; Plewes, Katherine; Newton, Paul N.; Wirongrong Chierakul; Kamolrat Silamut; Kesinee Chotivanich; Ronnatrai Ruengweerayut; White, Nicholas J.; Dondorp, Arjen M.; Tarning, Joel; Mahidol University. Faculty of Tropical Medicine. Mahidol‑Oxford Tropical Medicine Research Unit.
    pharmacokinetic model was used for dose optimization simulations. Relationships between paracetamol concentrations with temperature and parasite half-life were investigated using linear and non-linear regression analyses. Results: The population pharmacokinetic... injection on day 0 followed by a single dose administered by the alternative route on day 1. Paracetamol plasma concentrations were quantified frequently and modelled simultaneously using nonlinear mixed-effects modelling. The final population
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    PublicationOpen Access
    Quantitative structure-activity relationship study on phthalimide derivatives as HIV-1 reverse transcriptase inhibitors
    (2001) Jiraporn Ungwtayatorn; Chutima Matayatsuk; Pathanakarn Sothipatcharasai
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    PublicationOpen Access
    Impact of microcredit program on rural out-migration for employment: evidence from village revolving fund program in Kanchanaburi province, Thailand
    (2011-07) Sithon Khun; Aphichat Chamratrithirong; อภิชาติ จำรัสฤทธิรงค์; Chai Podhisita; Mahidol University. Institute for Population and Social Research
    . Important findings from multilevel models indicate that amount of money households borrowed from the Village Revolving Fund program is statistically significant in reducing the probability of rural out-migration for employment (-.00010, p<.001) when other...The government of Thailand has introduced the innovative microcredit scheme, the Village Revolving Fund program (VRF) since 2001, aiming to uplift living conditions of the poor. Using data from the 2003 and 2004 rounds of Kanchanaburi Demographic
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    PublicationOpen Access
    Origin of aromatase inhibitory activity via proteochemometric modeling
    (2016-04) Saw Simeon; Ola Spjuth; Maris Lapins; Chanin Nantasenamat; Jarl ES Wikberg; Virapong Prachayasittikul; Mahidol University. Faculty of Medical Technology. Center of Data Mining and Biomedical Informatics
    of novel inhibitor candidates with high selectivity, lower toxicity and increased potency. Designing a novel therapeutic agent against aromatase could be achieved computationally by means of ligand-based and structure-based methods. For over a decade, we... that aromatase variants have on different AIs. In this study, proteochemometrics modeling was applied to analyze the interaction space between AIs and aromatase variants as a function of their substructural and amino acid features. Good predictive performance
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    PublicationOpen Access
    The exploration of financial impacts among three stakeholders during the 2016 Foot-and-Mouth Disease Outbreak in a Dairy Cooperative, Chiang Mai province, Thailand
    (2019) Wilasinee Jongthanachote; Manthita Poontrakulkeat; Kwankla Mungthisarn; Anuwat Wiratsudakul; Sineenard Jiemtaweeboon; วิลาสินี จงธนโชติ; มัณฑิตา พูนตระกูลเกียรติ; ขวัญกล้า มังธิสาร; อนุวัตน์ วิรัชสุดากุล; สินีนาถ เจียมทวีบุญ; Mahidol University. Faculty of Veterinary Science; Mahidol University. Faculty of Veterinary Science. Department of Clinical Sciences and Public Health
    , Thailand. We explored economic losses in three different categories including farmers, dairy cooperative and governmental authority. A multiple linear regression model was employed to identify the key factors that contribute to the financial impacts. Our... cooperative was estimated at 37,312.27 USD. According to our model, the key parameters that can predict the economic impact were milk income, fuel cost and feed cost (R2 = 0.88). We anticipate that our model may help to raise awareness on these economic
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    PublicationOpen Access
    Large scale detailed mapping of dengue vector breeding sites using street view images
    (2019) Haddawy, Peter; Poom Wettayakorn; Boonpakorn Nonthaleerak; Myat Su Yin; Anuwat Wiratsudakul; Johannes Scho¨ning; Yongjua Laosiritaworn; Balla, Klestia; Sirinut Euaungkanakul; Papichaya Quengdaeng; Kittipop Choknitipakin; Siripong Traivijitkhun; Erawan, Benyarut; Thansuda Kraisang; Reiner, Robert C.; Mahidol University. Faculty of Information Communication Technology; University of Bremen, Germany. Bremen Spatial Cognition Center; Mahidol University. Faculty of Veterinary Science; Ministry of Public Health; University of Camerino. Computer Science Department, School of Science and Technology
    dashboard. Analyses of the approach are carried out over three provinces in Thailand. The container counts obtained agree well with container counts from available manual surveys. Multi-variate linear regression relating densities of the eight container
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    PublicationOpen Access
    Assessing the role of undetected colonization and isolation precautions in reducing methicillin-resistant Staphylococcus aureus transmission in intensive care units
    (2010-02) Kypraios, Theodore; O'Neill, Philip D.; Huang, Susan S.; Rifas-Shiman, Sheryl L.; Cooper, Ben S; Kypraios, Theodore; Mahidol University. Faculty of Tropical Medicine
    single-bed adult intensive care units (ICUs) over 17 months. Detected MRSA-positive patients were isolated using single rooms and barrier precautions. Data were analyzed using stochastic transmission models and model fitting was performed within a... Bayesian framework using a Markov chain Monte Carlo algorithm, imputing unobserved MRSA carriage events. RESULTS: Models estimated the mean percent of colonized-patient-days attributed to undetected carriers as 14.1% (95% CI (11.7, 16.5)) averaged across
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    PublicationOpen Access
    Implementing comprehensive prevention of mother-to-child transmission and HIV prevention for South African couples: study protocol for a randomized controlled trial
    (2014) Jones, Deborah; Peltzer, Karl; Weiss, Stephen M; Sifunda, Sibusiso; Dwane, Ntabozuko; Ramlagan, Shandir; Cook, Ryan; Matseke, Gladys; Maduna, Vincent; Spence, Andrew; Mahidol University. ASEAN Institute for Health Development
    and men from utilizing treatment opportunities available to them and their infants. Based upon the encouraging preliminary results from our pilot study, successful CHC adoption of the program could have major public health policy implications