Robust Step Detection from Different Waist-Worn Sensor Positions: Implications for Clinical Studies

Autor: Ieuan Clay, Holger Hoefling, Martin Ullrich, Matthias Tietsch, Amir Muaremi, Bjoern M. Eskofier, Arne Küderle, Felix Kluge, Arne Müller

Publikováno v: Digital Biomarkers, Vol 4, Iss 1, Pp 50-58 (2020)
Digit Biomark

Analyzing human gait with inertial sensors provides valuable insights into a wide range of health impairments, including many musculoskeletal and neurological diseases. A representative and reliable assessment of gait requires continuous monitoring o

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https://www.karger.com/Article/FullText/511611

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Robust Step Detection from Different Waist-Worn Sensor Positions: Implications for Clinical Studies.

Autor: Tietsch M; Novartis Institutes of Biomedical Research, Novartis Pharma AG, Basel, Switzerland.; Machine Learning and Data Analytics Lab, Department of Computer Science, Friedrich-Alexander University Erlangen-Nürnberg, Nürnberg, Germany., Muaremi A; Novartis Institutes of Biomedical Research, Novartis Pharma AG, Basel, Switzerland., Clay I; Evidation Health Inc., San Mateo, California, USA., Kluge F; Machine Learning and Data Analytics Lab, Department of Computer Science, Friedrich-Alexander University Erlangen-Nürnberg, Nürnberg, Germany., Hoefling H; Novartis Institutes of Biomedical Research, Novartis Pharma AG, Basel, Switzerland., Ullrich M; Machine Learning and Data Analytics Lab, Department of Computer Science, Friedrich-Alexander University Erlangen-Nürnberg, Nürnberg, Germany., Küderle A; Machine Learning and Data Analytics Lab, Department of Computer Science, Friedrich-Alexander University Erlangen-Nürnberg, Nürnberg, Germany., Eskofier BM; Machine Learning and Data Analytics Lab, Department of Computer Science, Friedrich-Alexander University Erlangen-Nürnberg, Nürnberg, Germany., Müller A; Novartis Institutes of Biomedical Research, Novartis Pharma AG, Basel, Switzerland.

Publikováno v: Digital biomarkers [Digit Biomark] 2020 Nov 26; Vol. 4 (Suppl 1), pp. 50-58. Date of Electronic Publication: 2020 Nov 26 (Print Publication: 2020).