Flowchart of data extraction and preprocessing.

<div><p>Substance use disorder, particularly opioid-related, is a serious public health challenge in the U.S. Accurately predicting opioid overdose events and stratifying the risk of having such an event are critical for healthcare providers to deliver effective interventions in patients...

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Bibliographic Details
Main Author:	Fenglian Pan (21246895) (author)
Other Authors:	You Zhou (129411) (author), Carolina Vivas-Valencia (13817348) (author), Nan Kong (6917111) (author), Carol Ott (21246898) (author), Mohammad S Jalali (21246901) (author), Jian Liu (33711) (author)
Published:	2025
Subjects:	Cancer Science Policy Environmental Sciences not elsewhere classified Biological Sciences not elsewhere classified Mathematical Sciences not elsewhere classified Information Systems not elsewhere classified individual &# 8217 deliver effective interventions various risk factors opioid overdose events proposed model achieved opioid overdose simultaneously model particularly opioid triggering mechanism statistical significance results showed quantitatively modeled large body healthcare providers explicitly investigated existing research around 47 ahead predictions
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Flowchart of data extraction and preprocessing.

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