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Updated: Jul 11, 2025

Detecting Estrogenic Ligands in Personal Care Products using a Yeast Estrogen Screen Optimized for the Undergraduate Teaching Laboratory
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Detecting Estrogenic Ligands in Personal Care Products using a Yeast Estrogen Screen Optimized for the Undergraduate Teaching Laboratory

Published on: January 1, 2018

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可解读的机器学习用于识别雌激素受体激动剂,抗剂和结合剂

Geven Piir1, Sulev Sild1, Uko Maran1

  • 1Institute of Chemistry, University of Tartu, Ravila 14A, Tartu, 50411, Estonia.

Chemosphere
|November 11, 2023
PubMed
概括

这项研究开发了机器学习模型,通过分析雌激素受体 (ER) 活性和化学结构来识别内分泌干扰化学物质 (EDC). 这些模型预测化学相互作用,有助于危险评估和减少动物试验.

关键词:
适用性领域 适用性领域分类 分类 分类 分类.新方法方法论新方法方法论在QSAR中使用QSAR.随机的森林随机的森林雌激素受体活性激素受体活性.

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