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V. M. Firos

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Review Sep 2026

HFMD-Net: focal modulation and deformable convolutions for explainable pancreatic tumor segmentation with global–local boundary refinement

F focal-modulation-driven global context with deformable-convolution-based local adaptation produces boundary-refined pancreatic tumor segmentations on CT, which improves boundary fidelity and provides a transparent layer of review that may support treatment planning and longitudinal monitoring.

V. M. Firos, P. J. A. Alphonse, Ugo Fiore et al. · 0 citations

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