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Updated: May 10, 2025

Single-throughput Complementary High-resolution Analytical Techniques for Characterizing Complex Natural Organic Matter Mixtures
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通过ToxZyme推进基于酶的排毒预测:一个整体的机器学习方法

Kashif Iqbal Sahibzada1,2, Shumaila Shahid3, Mohsina Akhter4

  • 1College of Biological Engineering, Henan University of Technology, Zhengzhou 450001, China.

Toxins
|April 25, 2025
PubMed
概括

一个新的机器学习模型准确地预测了环境排毒的酶. 将随机森林 (RF) 和深度神经网络 (DNN) 结合起来,实现了95%的精度,推动了生物修复和生物技术.

关键词:
生物修复 生物修复深度神经网络是一个神经网络.机器学习是机器学习.随机的森林随机的森林有毒物质有毒物质的毒素.

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Peptide Identification Using Tandem Mass Spectrometry

Tandem mass spectrometry, also known as MS/MS or MS2, is an analytical technique that employs two mass analyzers. Essentially it is a series of mass spectrometers that helps isolate a particular biomolecule and then helps study its chemical properties.
This technique helps gather information regarding the protein from which the peptide was obtained and to study the peptides’ amino acid sequence. Identifying peptides from a complex mixture is an important component of the growing field of...
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