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Updated: Jul 8, 2025

Identifying Per- and Polyfluorinated Chemical Species with a Combined Targeted and Non-Targeted-Screening High-Resolution Mass Spectrometry Workflow
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一种深度学习方法用于识别潜在的化学危险

Sohaib Habiballah1, Lenwood S Heath2, Brad Reisfeld3

  • 1Department of Chemical and Biological Engineering, Colorado State University, Fort Collins, CO 80523-1370, USA.

Toxicology
|December 17, 2023
PubMed
概括

这项研究引入了一个新的深度学习框架,用于预测危险的新化学化合物. 这种计算工具有助于识别潜在的环境毒素,并支持对公共健康的风险评估.

关键词:
在新的一次.深度学习是一种深度学习.危险识别 危险识别机器学习是机器学习.在QSAR中使用QSAR.

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Humans continually engage with an environment rich in potentially harmful chemicals. These are introduced to our bodies through inhalation, ingestion, or skin contact. These chemicals exist in various forms, such as air and environmental pollutants, agricultural chemicals, organic solvents, and heavy metals.
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Environmental pollutants like...
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The role of the detectors in High-Performance Liquid Chromatography (HPLC) is to analyze the solutes as they exit from the chromatographic column. The detector recognizes the solute's property and generates corresponding electrical signals, which are converted into a readable graph of the detector's response versus elution time called a chromatogram at the computer. There are several types of HPLC detectors, each with its own advantages and limitations, depending on the analyte...
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