Artificial Intelligence in Pain Medicine

Artificial intelligence is moving fast from buzzword to clinical tool — and pain medicine is no exception. In this episode, Dr. David Rosenblum breaks down how AI is already touching the field, drawing on "Artificial Intelligence and Pain Medicine: An Introduction" by Hagedorn, George, Aiyer, Schmidt, Halamka, and D'Souza (Journal of Pain Research, 2024;17:509–518).

Topics covered:

• Why AI is expected to be a genuine turning point for healthcare, not just another tech trend
• Using machine learning to optimize clinical trial design and patient selection in pain research
• Natural language processing (NLP) tools that streamline physician workflow and improve doctor-patient communication
• Deep learning approaches to analyzing patient outcomes and predicting who responds best to a given treatment
• What better disease recognition and treatment selection could look like in day-to-day pain practice
• Practical implications for cost and time savings, product development, and clinical decision-making
• Where the evidence is still early, and what physicians should watch for as AI tools move toward the bedside

Bottom line: AI won't replace clinical judgment in pain medicine, but it's already starting to augment it — from trial design to the exam room. Physicians who understand where the technology is headed will be best positioned to use it well.

Reference: Hagedorn JM, George TK, Aiyer R, Schmidt K, Halamka J, D'Souza RS. Artificial Intelligence and Pain Medicine: An Introduction. J Pain Res. 2024;17:509–518. https://pmc.ncbi.nlm.nih.gov/articles/PMC10848920/

---

About the Host

David Rosenblum, MD is Director of Pain Management at Maimonides Medical Center and Co-Owner/Clinic Director of AABP Integrative Pain Care and Wellness in Brooklyn, NY. Dual board-certified in Anesthesiology and Pain Medicine, he is a co-author of the ASIPP Peripheral Nerve Stimulation (PNS) guidelines and a widely recognized educator in regenerative pain medicine (PRP, BMAC, amniotic therapies). As founder of NRAP Academy, he has trained 3,500+ physicians for pain board certification since 2008, and hosts the PainExam, AnesthesiaExam, and PMRExam podcasts. He has been named a New York Magazine "Top Doctor" from 2016–2026.

Living with chronic pain? Dr. Rosenblum sees patients for interventional and regenerative pain treatment - including epidurals, nerve blocks, spinal cord & peripheral nerve stimulation, and PRP/BMAC - at his Brooklyn, NY office. Visit RosenblumPain.com for more information. or call 718 436 7246

For Physicians & APPs - Continue Your Education:

• CME Course Calendar: https://www.nrappain.org/pages/upcoming-pain-management-conferences
• Virtual Pain Fellowship: https://www.nrappain.org/bundles/Virtual-Pain-Fellowship
• PainExam Board Prep: https://www.nrappain.org/pages/pain-management-cme-courses

This episode is brought to you by NRAP Academy and PainExam - visit www.NRAPpain.org for CME in neuromodulation, regional anesthesia, and pain medicine.