Can AI Learn What Expert Surgeons Feel During Surgery?

Experienced surgeons often rely on feel and intuition during operations. They sense, almost without thinking, how much tension or stress is being placed on delicate tissues. Now, researchers from HealthTech Nexus — a partnership between the University of Twente and Radboudumc hospital — are asking: can artificial intelligence learn to do the same?

The team is investigating whether AI (computer systems designed to perform tasks that normally require human judgment) can be trained to recognize and measure tissue tension during surgery, just like a skilled surgeon's hands instinctively know what's happening. This is harder than it sounds. A surgeon's experience comes from years of practice — thousands of operations where they've learned to feel and respond to subtle changes in how tissue behaves.

If the researchers succeed, the benefits could be significant. AI could help surgeons improve their techniques, catch problems earlier, and reduce the risk of complications. Think of it as a second pair of expert hands in the operating room, watching and alerting surgeons to potential issues they might miss. For patients, this could mean safer operations and faster recovery.

This research shows how AI isn't about replacing doctors — it's about learning from their expertise and giving them better tools to do their job.