AI Resilience Report forOrthopedic Surgeons, Except Pediatric

Right now, AI is mostly augmenting orthopedic surgeons — helping them work smarter — rather than replacing the surgery itself. Machine learning tools are being used for triage and planning; a recent JBJS Specialty Update highlighted a convolutional neural network that predicted whether wrist fractures needed surgery from X-rays with 88% accuracy ^[1], and JBJS editors describe these tools as ways to "augment existing care pathways" — not replace surgeons. On the paperwork side (like preparing case histories), ambient AI "scribes" are booming: a large JAMA study covered by STAT found scribes saved doctors roughly 16 minutes of documentation per 8 hours of patient care ^[2], and the American Hospital Association reports major systems are rolling them out across specialties ^[3].

In the operating room itself, AI-guided robotic systems assist with alignment and implant placement, and surgeons say AI is "fundamentally changing how robotic systems are applied" ^[4] in joint replacement — but the surgeon still performs the operation.

Adoption is real but cautious. Robotic-assisted total knee arthroplasty in Ontario grew from 1.7% of cases in 2019 to 5.8% in 2023 ^[5], yet that same 2026 Sunnybrook study found robotic knees had double the major-complication rate of conventional surgery — a reminder that safety, cost, and evidence matter. A 2026 multicenter survey of German and Greek orthopedic surgeons found enthusiasm mixed with barriers like data privacy, integration difficulties, and lack of training ^[6].

Adoption is being pushed forward by workforce pressures — Becker's notes practices are turning to automation and workflow redesign to stay financially viable ^[4] amid surgeon shortages and reimbursement cuts. But it's slowed by FDA rules, liability, and the fact that surgery requires hands-on judgment, dexterity, and empathy that AI can't match. For young people curious about this career: bones and joints still need human surgeons — AI is becoming a powerful sidekick, not a replacement.