AIMC Topic: Doxycycline

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Construction and validation of a predictive model for meningoencephalitis in pediatric scrub typhus based on machine learning algorithms.

Emerging microbes & infections Mar 5, 2025
To retrospectively analyze the clinical characteristics of pediatric scrub typhus (ST) with meningoencephalitis (STME) and to construct and validate predictive models using machine learning.Clinical data were collected from 100 cases of pediatric STM...
Algorithms Anti-Bacterial Agents Humans Machine Learning Risk Factors Male Infant Retrospective Studies Female Azithromycin Orientia tsutsugamushi Meningoencephalitis Doxycycline Scrub Typhus Adolescent Child, Preschool Child Bayes Theorem
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Rapid discrimination and ratio quantification of mixed antibiotics in aqueous solution through integrative analysis of SERS spectra via CNN combined with NN-EN model.

Journal of advanced research Mar 24, 2024
INTRODUCTION: Abusing antibiotic residues in the natural environment has become a severe public health and ecological environmental problem. The side effects of its biochemical and physiological consequences are severe. To avoid antibiotic contaminat...
Spectrum Analysis, Raman Water Pollutants, Chemical Levofloxacin Doxycycline Ciprofloxacin Deep Learning Water Algorithms Anti-Bacterial Agents Neural Networks, Computer
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Comparison of novel granulated pellet-containing tablets and traditional pellet-containing tablets by artificial neural networks.

Pharmaceutical development and technology Apr 24, 2014
Novel granulated pellets technique was adopted to prepare granulated pellet-containing tablets (GPCT). GPCT and traditional pellet-containing tablets (PCT) were prepared according to 29 formulations devised by the Design Expert 7.0, with doxycycline ...
Anti-Bacterial Agents Particle Size Neural Networks, Computer Excipients Hardness Solubility Polymethacrylic Acids Doxycycline Models, Chemical Drug Compounding Tablets
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One-pot synthesized multifunctional Zn-MOF/HOF heterostructure sensor array assisted by machine learning for efficient capture, target discrimination and optosmart sensing of doxycycline analogs.

Journal of hazardous materials Aug 15, 2025
The ideal multifunctional platform that combines the capabilities of effective capture, sensitive detection, and accurate identification of doxycycline analogs (DCs) remains a serious challenge for ensuring the environment and food security. This wor...
Zinc Food Contamination Water Pollutants, Chemical Machine Learning Anti-Bacterial Agents Metal-Organic Frameworks Adsorption Spectrometry, Fluorescence Doxycycline Limit of Detection
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Effect of doxycycline on transforming growth factor-beta-1-induced matrix metalloproteinase 2 expression, migration, and collagen contraction in nasal polyp-derived fibroblasts.

American journal of rhinology & allergy Nov 1, 2016
PURPOSE: It is well known that doxycycline has antibacterial and anti-inflammatory effects. In this study, we aimed to investigate the effects of doxycycline on the transforming growth factor (TGF) beta 1-induced matrix metalloproteinase (MMP) 2 expr...
Transforming Growth Factor beta1 Matrix Metalloproteinase 2 Nasal Polyps Cell Differentiation Adult Female Doxycycline Cell Movement Male Signal Transduction Young Adult Smad2 Protein Fibroblasts Humans Collagen Cells, Cultured Gene Expression Regulation
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Stability of Levothyroxine, Doxycycline, Hydrocortisone, and Pravastatin in Liquid Dosage Forms Stored at Two Temperatures.

International journal of pharmaceutical compounding Jan 1, 2015
Extemporaneously prepared liquid dosage forms are needed to administer required medications in infants and young children. The goal of this study was to evaluate the stability of levothyroxine, doxycycline, hydrocortisone, and pravastatin in extempor...
Pravastatin Doxycycline Drug Stability Pharmaceutical Solutions Thyroxine Hydrocortisone Temperature
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