Deep learning neural network derivation and testing to distinguish acute poisonings.

Omid Mehrpour,Christopher Hoyte,Abdullah Al Masud, Ashish Biswas,Jonathan Schimmel,Samaneh Nakhaee,Mohammad Sadegh Nasr,Heather Delva-Clark,Foster Goss

Expert opinion on drug metabolism & toxicology（2023）

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Abstract

Deep neural networks can potentially help in distinguishing the causative agent of acute poisoning. This study used a small list of drugs, with polysubstance ingestions excluded. can be obtained at https://github.com/ashiskb/npds-workspace.git.

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Key words

Deep learning, Machine learning, Poisoning, Toxicity, PyTorch, Keras

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