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Updated: Jan 26, 2026

Determination of the Optimal Chromosomal Locations for a DNA Element in Escherichia coli Using a Novel Transposon-mediated Approach
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细菌菌株的高级光谱建模:使用拉索规范化和基线优化进行MARS-PLS2方法

Sughra Sarwar1, Tahir Mehmood1, Mudassir Iqbal1

  • 1School of Natural Sciences, National University of Sciences and Technology, Islamabad, Pakistan.

Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy
|January 24, 2026
PubMed
概括

这项研究引入了用于红外光谱分析的集成MARS-PLS2-Lasso框架,改善了细菌中的生物化学性质预测. 波形基线校正方法显著提高了用于光谱诊断的模型准确性和可解释性.

关键词:
细菌分类的细菌分类基线调整为基线调整.化学测量 化学测量 化学测量在FTIR光谱学中使用FTIR.拉索的规范化 拉索的规范化多变量适应回归线是多变量适应回归线.非线性建模 不线性建模部分最小平方回归.

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