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Updated: Jun 27, 2025

Procedure to Evaluate the Efficiency of Flocculants for the Removal of Dispersed Particles from Plant Extracts
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对机器学习算法进行全面评估,以便在口膜开发中进行增强的表征和预测

Erna Turkovic1, Ivana Vasiljevic1, Jelena Parojcic1

  • 1Department of Pharmaceutical Technology and Cosmetology, University of Belgrade - Faculty of Pharmacy, Vojvode Stepe 450, 11221 Belgrade, Serbia.

International journal of pharmaceutics
|May 5, 2024
PubMed
概括

机器学习可以准确地预测口腔可分散膜 (ODF) 的机械性能. 这种方法提供了对配方变量的洞察力,指导这些创新的药物输送系统的高效药物开发.

关键词:
深度学习是一种深度学习.机械性质 机械性质或可分散的膜.预测模型的预测模型.预制剂研究研究预制剂研究.随机的森林随机的森林支持矢量机器的支持矢量机器.

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Solid dosage forms such as tablets and capsules undergo rigorous manufacturing processes to ensure stability and effectiveness. Their dissolution and absorption properties are influenced significantly by the choice of excipients (inactive ingredients that serve various roles in the formulation), and the methodology applied during production. The manufacturing parameters, such as compression force and granulation techniques, significantly affect dissolution rates. Elevated compression forces...
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