Van Vlasselaer, N., Buzzatti, L., Keelson, B., & Cattrysse, E. (2025). Derivative-Based Clustering of Knee Kinematics During Weight-Bearing 4DCT Motion Acquisition. Poster session presented at The XXX Congress of the International Society of Biomechanics, Stockholm, Sweden.

@conference{0ec0e26f3d034b1b8b2e9571207ec64a,
title = "Derivative-Based Clustering of Knee Kinematics During Weight-Bearing 4DCT Motion Acquisition",
abstract = "4DCT and derivative-based functional data clustering were used to identify distinct patterns of tibiofemoral joint rotation. The approach employed a combination of first derivatives of the rotational motion, functional principal component analysis, and k-means clustering to classify rotational patterns. The method revealed meaningful kinematic variations in healthy knees by focusing on motion trends rather than amplitude. These findings provide a novel framework for assessing pathological deviations, offering potential improvements in diagnostic and therapeutic strategies.",
author = "\{Van Vlasselaer\}, Nicolas and Luca Buzzatti and Benyameen Keelson and Erik Cattrysse",
year = "2025",
month = jul,
day = "30",
language = "English",
note = "The XXX Congress of the International Society of Biomechanics, ISB2025 ; Conference date: 27-07-2025 Through 31-07-2025",
url = "https://isb2025.com/",
}