Interpretability of input representations for gait classification in patients after total hip arthroplasty

C Dindorf, W Teufl, B Taetz, G Bleser, M Fröhlich - Sensors, 2020 - mdpi.com
Many machine learning models show black box characteristics and, therefore, a lack of
transparency, interpretability, and trustworthiness. This strongly limits their practical …

Bilateral gait asymmetry associated with tibiotalocalcaneal arthrodesis versus ankle arthrodesis

S Chopra, X Crevoisier - Foot and Ankle Surgery, 2021 - Elsevier
Background Gait asymmetries have been reported following ankle arthrodesis. However,
similar reports do not exist for tibiotalocalaneal arthrodesis (TTCA), which involves further …

[PDF][PDF] Feature extraction and gait classification in hip replacement patients on the basis of kinematic waveform data

C Dindorf, W Teufl, B Taetz, S Becker… - Biomedical Human …, 2021 - sciendo.com
Study aim: To find out, without relying on gait-specific assumptions or prior knowledge,
which parameters are most important for the description of asymmetrical gait in patients after …

The impact of hip abductor muscle status on in vivo joint loads through kinematics and muscle activity 51 months following total hip arthroplasty

HC Dinc - 2022 - refubium.fu-berlin.de
Background: Well-established clinical scores show that total hip arthroplasty (THA) in
primary hip osteoarthritis alleviates pain and markedly improves the performance of …