Flowchart of data extraction and preprocessing.

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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