Article

AI-Augmented Forensic Intelligence: Dual-Stream Deep Learning and Predictive Analytics for Integrated Toxicological Diagnosis and Criminal Profiling

2025-12-25

Abstract excerpt

<h4>Background: </h4> Forensic investigations increasingly involve complex interactions between novel psychoactive substances (NPS), multidimensional toxicological evidence, and offender behavior, yet current workflows remain siloed between laboratory toxicology and criminal profiling. Rapid evolution of “designer drugs” also challenges conventional spectral libraries and leads to delayed or inconclusive diagnoses...

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Literature Corpus work: 7bcbd025-007c-5012-95c1-47a25063bb4c
DOI: 10.20944/preprints202512.2348.v1

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