ResMed (US) led the sleep apnea devices market in 2023, renowned for its innovative and advanced therapeutic and diagnostic devices. The company's focus on healthcare technology expertise enables it ...

The global Disease Resistant Mask Market is projected to experience robust growth over the next decade, with its value ...

To tackle this, we propose the mixed supervised polyp segmentation paradigm (MixPolyp). Unlike traditional models relying on a single type of annotation, MixPolyp combines diverse annotation types ...

The Mask R-CNN model achieves better results with 97.8% dice score, 92.9% sensitivity, and 96.6% specificity. Besides, it provides reduced standard deviation (SD) in the segmentation task with a 0.8% ...