The paper provides a demonstration of how UV/VIS imaging can be employed to evaluate the crushing strength, friability, disintegration time and dissolution profile of tablets comprised of solely white components. The samples were produced using different levels of compression force and API content of anhydrous caffeine. Images were acquired from both sides of the samples using UV illumination for the API content prediction, while the other parameters were assessed using VIS illumination. Based on the color histograms of the UV images, API content was predicted with 5.6 % relative error. Textural analysis of the VIS images yielded crushing strength predictions under 10 % relative error. Regarding friability, three groups were established according to the weight loss of the samples. Likewise, the evaluation of disintegration time led to the identification of three groups: <10 s, 11-35 s, and over 36 s. Successful classification of the samples was achieved with machine learning algorithms. Finally, immediate release dissolution profiles were accurately predicted under 5 % of RMSE with an artificial neural network. The 50 ms exposition time during image acquisition and the resulting outcomes underscore the practicality of machine vision for real-time quality control in solid dosage forms, regardless of the color of the API.
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http://dx.doi.org/10.1016/j.ijpharm.2024.124565 | DOI Listing |
Spectrochim Acta A Mol Biomol Spectrosc
December 2024
Group EcoPast (GI-1553), CRETUS, Area of Archaeology, Dpt of History, Universidade de Santiago de Compostela, Santiago de Compostela, 15782, Spain; Archaeological Research Laboratory, Stockholm University, Wallenberglaboratoriet, SE-10691 Stockholm, Sweden. Electronic address:
Several studies have used Fourier Transform Infrared Spectroscopy (FTIR) to assess chemical and structural changes caused by diagenesis in archaeological human bone, whereas other factors such as individual's biological profile (sex and age) or the type of bone have seldom been considered. In this study transmission FTIR was applied to 51 bone samples from 19 post-Roman individuals of A Lanzada necropolis (NW Spain). Mid-infrared (MIR) indices (IRSF, MMI, C/P, C/C, Am/P, BPI, API, AmI/AmII) were also calculated and principal component analysis (PCA) was used to explore peak ratios and differences across the whole spectrum.
View Article and Find Full Text PDFJMIR Form Res
December 2024
School of Media and Journalism, Kent State University, Kent, OH, United States.
Background: The pervasiveness of drug culture has become evident in popular music and social media. Previous research has examined drug abuse content in both social media and popular music; however, to our knowledge, the intersection of drug abuse content in these 2 domains has not been explored. To address the ongoing drug epidemic, we analyzed drug-related content on Twitter (subsequently rebranded X), with a specific focus on lyrics.
View Article and Find Full Text PDFACS Omega
December 2024
Professor, Department of Chemistry, ANITS College, Visakhapatnam 531162, India.
In this study, we reported a novel reverse-phase UPLC method for the simultaneous estimation of nitrite and nitrate ions using a Quality by Design (QbD) approach. Nitrite and nitrate ions were separated on an ACQUITY CSH Fluoro-Phenyl column (100 × 2.1 mm, 1.
View Article and Find Full Text PDFRev Bras Ginecol Obstet
December 2024
Universidade Federal de Ciências da Saúde de Porto Alegre Porto AlegreRS Brazil Universidade Federal de Ciências da Saúde de Porto Alegre, Porto Alegre, RS, Brazil.
PLoS One
December 2024
Heritage and Museum Sciences, Museum of Texas Tech University, Lubbock, Texas, United States of America.
Photogrammetry is a significant tool museums utilize to produce high-quality 3D models for research and exhibit content. As advancements in computer hardware and software continue, it is crucial to assess the effectiveness of photogrammetry software in producing research-quality 3D models. This study evaluates the efficacy of Apple's Object Capture photogrammetry API to create high-quality 3D models.
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