Article

Machine Learning-Driven fMRI Analysis for Objective Craving Prediction

2025-04-22

Abstract excerpt

<h4>Background</h4> Craving is a fundamental aspect of substance use disorder (SUD), traditionally assessed through subjective self-report measures. To develop more objective assessments, we created a brain-based marker to predict craving based on machine learning approaches using functional magnetic resonance imaging (fMRI) drug cue reactivity data from 69 participants with methamphetamine use disorders. <h4>Met...

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Literature Corpus work: 936f7594-34ac-5a57-a7e4-4e0093cbfea5
DOI: 10.1101/2025.04.17.649130

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