The Adverse Effects and Nonmedical Use of Methylphenidate Before and After the Outbreak of COVID-19: Machine Learning Analysis.

Hocheol Shin Cindra Tri Yuniar SuA Oh Sujata Purja Sera Park Haeun Lee Eun Young Kim

Published in: Journal of medical Internet research (2023)

The trend of nonmedical use of methylphenidate has changed significantly due to the COVID-19 pandemic. Among the machine learning models using SNS data to analyze the adverse effects and nonmedical use of methylphenidate, the random forest model had the highest performance.

Keyphrases

machine learning
attention deficit hyperactivity disorder
big data
coronavirus disease
artificial intelligence
autism spectrum disorder
sars cov
climate change
electronic health record
working memory
neural network