AINeutralarXiv – CS AI · 18h ago6/10
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AMN: An Adaptive Multi-Scale Fusion Network with Boundary and Uncertainty Modeling for Nuclei Segmentation
Researchers introduce AMN, an advanced nuclei segmentation network combining Swin Transformer and ResNet-50 encoders for improved histopathology image analysis. The model achieves state-of-the-art performance on the CoNIC benchmark, outperforming eight existing architectures while demonstrating strong cross-dataset generalization capabilities.