Prediction of Physical Frailty in Orthogeriatric Patients Using Sensor Insole–Based Gait Analysis and Machine Learning Algorithms: Cross-sectional Study
Prediction of Physical Frailty in Orthogeriatric Patients Using Sensor Insole–Based Gait Analysis and Machine Learning Algorithms: Cross-sectional Study
Moritz Kraus
1
;
Maximilian Michael Saller
1
, Dr rer nat ;
Sebastian Felix Baumbach
1
, Dr med ;
Carl Neuerburg
1
, Dr med, PD ;
Ulla Cordula Stumpf
1
, Dr med ;
Wolfgang Böcker
1
, Prof Dr med ;
Alexander Martin Keppler
1
, Dr med
1
Department of Orthopaedics and Trauma Surgery, Musculoskeletal University Center Munich, Ludwig-Maximilians Universität Munich, Munich, Germany
Corresponding Author:
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Alexander Martin Keppler, Dr med
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Department of Orthopaedics and Trauma Surgery
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Musculoskeletal University Center Munich
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Ludwig-Maximilians Universität Munich
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Marchioninistr. 15
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Munich, 81377
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Germany
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Phone:
49 89-4400-0
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Email: alexander.keppler@med.uni-muenchen.de