Compact AI Network Blends Mamba and Polynomial Neurons for Medical Image

Compact AI Network Blends Mamba and Polynomial Neurons for Medical Image

Medical image segmentation, the task of tracing the exact outlines of lesions, polyps, and blood vessels in clinical scans, has long been dominated by a trade-off. Convolutional networks excel at capturing fine local detail but struggle to connect distant regions of an image, while transformer-based models reason globally at a steep computational price. A new architecture called ANNE, described in the journal Applied Intelligence by Abel A. Reye…