Search Results for author: Michael Lindemann

Found 2 papers, 1 papers with code

Personalized Longitudinal Assessment of Multiple Sclerosis Using Smartphones

no code implementations20 Sep 2022 Oliver Y. Chén, Florian Lipsmeier, Huy Phan, Frank Dondelinger, Andrew Creagh, Christian Gossens, Michael Lindemann, Maarten De Vos

The results show that the proposed model is promising to achieve personalized longitudinal MS assessment; they also suggest that features related to gait and balance as well as upper extremity function, remotely collected from sensor-based assessments, may be useful digital markers for predicting MS over time.

Imputation

Interpretable Deep Learning for the Remote Characterisation of Ambulation in Multiple Sclerosis using Smartphones

1 code implementation16 Mar 2021 Andrew P. Creagh, Florian Lipsmeier, Michael Lindemann, Maarten De Vos

The emergence of digital technologies such as smartphones in healthcare applications have demonstrated the possibility of developing rich, continuous, and objective measures of multiple sclerosis (MS) disability that can be administered remotely and out-of-clinic.

Human Activity Recognition Management +1

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