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