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Segmentation and Clustering Analysis of Scanned Foot Models for Intelligent Diabetic Foot Ulcer Offloading Boots.

Y. Sabzehmeidani,Andrei-Alexandru Popa

2025 · DOI: 10.1007/s10278-025-01746-6
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TLDR

This study examines the effectiveness of two widely used clustering algorithms, K-Means and Gaussian Mixture Models (GMM), in segmenting scanned foot models to use in rehabilitation boots and highlights GMM's superior ability to capture the complex nonlinear structures of diabetic feet.