AIMC Topic: Cocaine

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Artificial intelligence-based analysis of behavior and brain images in cocaine-self-administered marmosets.

Journal of neuroscience methods Sep 19, 2024
BACKGROUND: The sophisticated behavioral and cognitive repertoires of non-human primates (NHPs) make them suitable subjects for studies involving cocaine self-administration (SA) schedules. However, ethical considerations, adherence to the 3Rs princi...
Algorithms Brain Artificial Intelligence Male Positron-Emission Tomography Female Animals Dopamine Plasma Membrane Transport Proteins Callithrix Cocaine Self Administration Dopamine Uptake Inhibitors Cocaine-Related Disorders Behavior, Animal
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A Framework for Deep Learning Emulation of Numerical Models With a Case Study in Satellite Remote Sensing.

IEEE transactions on neural networks and learning systems Jul 6, 2023
Numerical models based on physics represent the state of the art in Earth system modeling and comprise our best tools for generating insights and predictions. Despite rapid growth in computational power, the perceived need for higher model resolution...
Machine Learning Deep Learning Remote Sensing Technology Cocaine Neural Networks, Computer
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A machine learning approach for handling big data produced by high resolution mass spectrometry after data independent acquisition of small molecules - Proof of concept study using an artificial neural network for sample classification.

Drug testing and analysis Feb 6, 2020
Liquid chromatography coupled to high-resolution mass spectrometry (HRMS) enables data independent acquisition (DIA) and untargeted screening. However, to avoid the handling of the resulting large dataset, most laboratories in that field still use ta...
Zolpidem Cocaine Humans Neural Networks, Computer Machine Learning Chromatography, Liquid Big Data Proof of Concept Study Substance Abuse Detection Mass Spectrometry Reproducibility of Results Small Molecule Libraries Sensitivity and Specificity
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Computational Systems Pharmacology-Target Mapping for Fentanyl-Laced Cocaine Overdose.

ACS chemical neuroscience Jul 15, 2019
The United States of America is fighting against one of its worst-ever drug crises. Over 900 people a week die from opioid- or heroin-related overdoses, while millions more suffer from opioid prescription addiction. Recently, drug overdoses caused by...
Cocaine Analgesics, Opioid Cocaine-Related Disorders Fentanyl Opioid-Related Disorders Machine Learning Humans Drug Overdose Computer Simulation
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A novel deep neural network approach to detect and monitor cocaine drug abuse.

Computers in biology and medicine Jun 1, 2025
PURPOSE: Cocaine is one of the most commonly used drugs that may lead to physical and mental health problems. It is necessary to identify individuals having cocaine use disorder as early as possible to monitor them properly. The objective of this wor...
Female Adult Humans Neural Networks, Computer Cocaine-Related Disorders Cocaine Male Deep Learning
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Cocaine-Induced Preference Conditioning: a Machine Vision Perspective.

Neuroinformatics Jul 1, 2019
Existing work on drug-induced synaptic changes has shown that the expression of perineuronal nets (PNNs) at the cerebellar cortex can be regulated by cocaine-related memory. However, these studies on animals have mostly relied on limited manually-dri...
Machine Learning Mice Cocaine Neuronal Plasticity Nerve Net Conditioning, Classical Animals Cocaine-Related Disorders Male
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