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Author

Xiaoying Hou

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Aug 2026

Nanostructured PEDOT/g-C3N4 Composite-Based Ion-Imprinted Electrochemical Sensor for Sensitive Cd(II) Detection

Cadmium (Cd2+), among the most hazardous heavy-metal pollutants, enters ecosystems through both natural processes and anthropogenic activities. This study developed an electrochemical sensor using a two-dimensional nanomaterialcomposite strategy, which synergistically integrates ion-imprinted poly(3,4-ethylenedioxyth...

Lin Zhang, Xiang Xiao, Zirui Cheng et al. · 0 citations
Review Open access Aug 2026

Machine Learning–Integrated Metabolomics for Precision Pharmacotherapy: Advances, Challenges, and Clinical Translation

This review provides an overview of commonly applied ML methodologies in metabolomics-based pharmacological studies, including supervised models (Random Forest, Extreme Gradient Boosting, Support Vector Machine, Logistic Regression), unsupervised models (K-Means Clustering, Principal Component Analysis), and deep learn...

Pan Li, Jing Mao, Xiang-Lin Hu et al. · 0 citations

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