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LiteMamba-Bound: A lightweight Mamba-based model with boundary-aware and normalized active contour loss for skin lesion segmentation

Quang Tri Ho, Thi‐Nhu‐Quynh Nguyen, Thi-Thao Tran, Van-Truong Pham

2025Methods16 citationsDOI

Topics & Concepts

SegmentationActive contour modelLesionArtificial intelligenceBoundary (topology)Computer scienceSkin lesionComputer visionPattern recognition (psychology)AnatomyMathematicsDermatologyMedicineImage segmentationPathologyMathematical analysisCutaneous Melanoma Detection and ManagementRemote Sensing and LiDAR ApplicationsAdvanced Neural Network Applications
LiteMamba-Bound: A lightweight Mamba-based model with boundary-aware and normalized active contour loss for skin lesion segmentation | Litcius