RE: Patent US 1254221 4B2 MCW21 May 2026 12:13
The technology outlined in Patent US12542214B (and its related applications) focuses on a highly resilient, fully automated deep learning framework for semantic medical image segmentation. This system is engineered to mitigate the standard "brittleness" of deep learning algorithms when they confront variations in medical scan quality, different hospital scanners, and unique patient anatomy