No difference in patient-reported outcomes or range of motion between ultracongruent and posterior stabilized total knee arthroplasty: A randomized controlled trial.

Purpose: Ultracongruent (UC) inserts were designed to overcome potential issues with posterior stabilized (PS) inserts, including bone resection, post-breakage, and patellar clunk syndrome. However, there remains a shortage of high-quality studies directly comparing this insert design to the established PS Total Knee Arthroplasty (TKA). This prospective randomized controlled trial (RCT) aimed to compare clinical outcomes, range of motion, and complications of UC and PS TKA.

The Road to Safety: A Review of Uncertainty and Applications to Autonomous Driving Perception.

Deep learning approaches have been gaining importance in several applications. However, the widespread use of these methods in safety-critical domains, such as Autonomous Driving, is still dependent on their reliability and trustworthiness. The goal of this paper is to provide a review of deep learning-based uncertainty methods and their applications to support perception tasks for Autonomous Driving.