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Journal ArticleDOI

In silico toxicity as a tool for harm reduction: A study of new psychoactive amphetamines and cathinones in the context of criminal science.

TLDR
Computer-calculated toxicity values of various amphetamines and cathinones are submitted to an unsupervised multivariate analysis, namely Principal Component Analysis (PCA), and to the supervised techniques Soft Independent Modeling of Class Analogy and Partial Least Square-Discriminant Analysis to evaluate how these two NPS groups behave.
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This article is published in Science & Justice.The article was published on 2019-05-01. It has received 3 citations till now. The article focuses on the topics: Poison control.

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Journal ArticleDOI

Pharao: pharmacophore alignment and optimization.

TL;DR: Within the context of early drug discovery, a new pharmacophore-based tool to score and align small molecules (Pharao) is described, built on the idea to model pharmacophoric features by Gaussian 3D volumes instead of the more common point or sphere representations.
Journal ArticleDOI

Raising awareness of new psychoactive substances: chemical analysis and in vitro toxicity screening of 'legal high' packages containing synthetic cathinones.

TL;DR: A miscellany of psychoactive compounds present in ‘legal high’ products with evident hepatotoxic effects is shown, to increase the awareness on the real composition of ‘Legal High’ packages and unveil the health risks posed by NPS.
Journal ArticleDOI

Prediction Is a Balancing Act: Importance of Sampling Methods to Balance Sensitivity and Specificity of Predictive Models Based on Imbalanced Chemical Data Sets.

TL;DR: This study demonstrates the efficacy of different sampling methods for class imbalanced problem using binary chemical data sets and suggests that, irrespective of data set used, sampling methods can have major influence on reducing the gap between sensitivity and specificity of a model.
Journal ArticleDOI

The use of forensic case data in intelligence-led policing: the example of drug profiling.

TL;DR: It is argued that a change of attitude towards a more intelligence-led perspective is required in forensic science in general, and in drug profiling in particular.
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