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Updated: Jun 25, 2025

High-definition Fourier Transform Infrared FT-IR Spectroscopic Imaging of Human Tissue Sections towards Improving Pathology
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High-definition Fourier Transform Infrared FT-IR Spectroscopic Imaging of Human Tissue Sections towards Improving Pathology

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通过富里埃变换红外光谱和先进的机器学习方法的协同作用来增强生物活性化合物分类

Pedro N Sampaio1,2, Cecília C R Calado3,4

  • 1COPELABS-Computação e Cognição Centrada nas Pessoas, Faculty of Engineering, Lusófona University, Campo Grande, 376, 1749-024 Lisbon, Portugal.

Antibiotics (Basel, Switzerland)
|May 24, 2024
PubMed
概括

研究人员使用富里埃变换中红外光谱和机器学习来识别Cynara cardunculus中的抗菌化合物. 这种方法有效地预测了植物提取物对大肠杆菌的影响,有助于新药的发现.

关键词:
BPN BPN BPN BPN BPN BPN BPN BPN BPN BPN BPN BPN辛纳拉卡尔登克卢斯 (Cynara cardunculus) 是一个红色的植物.在 KNN KNN 标签上.在MIR-光谱学方面,在PCA中,PCA是PCA.在PLS-DA中.在SVM中,SVM是SVM.抗微生物药物是一种抗菌药物.机器学习是机器学习.

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