AI Business LensTHE BUSINESS OF AI, FOR PEOPLE WHO TEACH IT OR LEARN FROM IT
Medical Xpress · September 12, 2026

AI tools could make postoperative opioid prescribing more individualized

MedicinePharmacyPublic Health
THE AI ANGLE
Predicting postoperative opioid needs and misuse risks to personalize prescribing

Harvard researchers published a paper examining how artificial intelligence and machine learning could replace standardized 'just-in-case' postoperative opioid prescribing with individualized pain and risk predictions. For faculty in medicine, pharmacy, and public health, this highlights an actionable strategy to curb excessive prescribing and drug diversion while avoiding inadequate pain management. However, widespread clinical adoption remains constrained by models that rely largely on retrospective data with limited external validation.

THE TEACHING ANGLE
Students can examine the clinical tension between curbing opioid overprescribing and preventing undertreated pain when relying on predictive AI tools that currently lack extensive external validation.

Read the original at medicalxpress.com   Generate teaching or study materials

Instructors get discussion guides, assignments, and mini-cases. Students and readers get a plain summary, class prep, and an exercise. All built from the full article. Three are free with an account.

More in Medicine