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October 11, 2025ACS Sensors

Electrochemical “Super-Fingerprinting” in Combination with Machine Learning for the On-Site Detection of Illicit Drugs

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Authors

ASAlexandr StratulatJMJulia MazurkówASAnnemarijn Steijlen

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Overview

Electrochemical multidrug detection method achieves high specificity and sensitivity for various substances, indicating effective on-site analysis.

Key Points

  • High specificity (∼90%) and sensitivity (∼93%) enhance reliability in detecting illicit drugs from complex samples.
  • The method uses electrochemical fingerprints combined through machine learning for improved multidrug analysis.
  • Robust classification performance with ∼92% accuracy confirms its effectiveness for real-world applications.
  • The detection technique identifies six target drugs and 24 adulterants using advanced electrochemical analysis.

Cite This Study

Stratulat et al. (2025) studied this question.

synapsesocial.com/papers/68e9b1c1ba7d64b6fc132398https://doi.org/10.1021/acssensors.5c02155
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