Xiang-Jun Zhang

Robot-generated data and objective performance assessment in urologic robotic surgery: global research trends and emerging frontiers

The field has moved from device control and kinematic engineering toward performance measurement and multimodal surgical analytics, and ‘objective’ describes how a signal is recorded, not freedom from confounding by anatomy, case complexity, surgical strategy, trainee involvement, center, or platform.