DeepPyramid+: medical image segmentation using Pyramid View Fusion and Deformable Pyramid Reception

ConclusionsDeepPyramid+ consistently outperforms state-of-the-art networks across diverse modalities considering different backbone networks, showcasing its versatility. Accordingly, DeepPyramid+ emerges as a robust and effective solution, successfully overcoming the intricate challenges associated with relevant content segmentation in medical images and surgical videos. Its consistent performance and adaptability indicate its potential to enhance precision in computerized medical image and surgical video analysis applications.
Source: International Journal of Computer Assisted Radiology and Surgery - Category: Intensive Care Source Type: research