TY  - JOUR
AU  - Amer, Matthew
AU  - Gittins, Rosalind
AU  - Millana, Antonio Martinez
AU  - Scheibein, Florian
AU  - Ferri, Marica
AU  - Tofighi, Babak
AU  - Sullivan, Frank
AU  - Handley, Margaret
AU  - Ghosh, Monty
AU  - Baldacchino, Alexander
AU  - Tay Wee Teck, Joseph
PY  - 2025
DA  - 2025/4/28
TI  - Are Treatment Services Ready for the Use of Big Data Analytics and AI in Managing Opioid Use Disorder?
JO  - J Med Internet Res
SP  - e58723
VL  - 27
KW  - machine learning
KW  - ML
KW  - artificial intelligence
KW  - AI
KW  - algorithm
KW  - predictive model
KW  - predictive analytics
KW  - predictive system
KW  - practical model
KW  - deep learning
KW  - early warning
KW  - early detection
KW  - big data
KW  - opioid use
KW  - opioid
KW  - opioid use disorder
KW  - substance use
KW  - substance use disorder
SN  - 1438-8871
UR  - https://www.jmir.org/2025/1/e58723
UR  - https://doi.org/10.2196/58723
DO  - 10.2196/58723
ID  - info:doi/10.2196/58723
ER  -