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Identifying substance use risk based on deep neural networks and Instagram social media data

Social media may provide new insight into our understanding of substance use and addiction. In this study, we developed a deep-learning method to automatically classify individuals’ risk for alcohol, tobacco, and drug use based on the content from their Instagram profiles. In total, 2287 active Inst...

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Sonraí Bibleagrafaíochta
Foilsithe in:Neuropsychopharmacology
Main Authors: Hassanpour, Saeed, Tomita, Naofumi, DeLise, Timothy, Crosier, Benjamin, Marsch, Lisa A.
Formáid: Artigo
Teanga:Inglês
Foilsithe: Springer International Publishing 2018
Ábhair:
Rochtain Ar Líne:https://ncbi.nlm.nih.gov/pmc/articles/PMC6333814/
https://ncbi.nlm.nih.gov/pubmed/30356094
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41386-018-0247-x
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