The Use of Pattern Recognition to Augment Traditional Monitoring in the Prevention of Opioid Overdose Harm

In this study, the algorithm generated OIRD severity scores had a strong correlation with the intervention activities provided by SCS staff who were blinded to the study pulse oximeter and algorithm scores. This suggests that the algorithm may be useful in detecting severe opioid-induced respiratory depression for which intervention is needed.

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Publication Details

Journal
Journal of Addiction Medicine
Published
2025-02-06
DOI
https://doi.org/10.1097/adm.0000000000001444
Primary Topic
Opioid Use Disorder Treatment
Type
article
Field-Weighted Citation Impact
0.00
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article

The Use of Pattern Recognition to Augment Traditional Monitoring in the Prevention of Opioid Overdose Harm

Rakesh Patel, William C. Wilson, Hesham El-Sayed, Linus Park et al.
Journal of Addiction Medicine
Opioid Use Disorder Treatment
article

The Use of Pattern Recognition to Augment Traditional Monitoring in the Prevention of Opioid Overdose Harm

Rakesh Patel, William C. Wilson, Hesham El-Sayed, Linus Park, Alan R. Hopkins, Basil Matta, Gabriel E. Dilanji
article en

Abstract

In this study, the algorithm generated OIRD severity scores had a strong correlation with the intervention activities provided by SCS staff who were blinded to the study pulse oximeter and algorithm scores. This suggests that the algorithm may be useful in detecting severe opioid-induced respiratory depression for which intervention is needed.

Journal of Addiction MedicineVol. 19(4)
Life Science Center Düsseldorf (Germany) (DE), Advanced Mental Health Care (US)
Good health and well-being
Openalex Percentile: Top 97%
Opioid Use Disorder Treatment
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