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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

In an orthogeriatric patient population, the assessment of physical frailty is of particular importance, as it is not only strongly associated with falls but also to an inferior outcome following surgery [3]. Consequently, it is of upmost importance to test for and thereby objectify physical impairment (ie, frailty). Various individual parameters have been proposed to assess physical performance, including handgrip strength, daily step count, and gait speed.

Moritz Kraus, Maximilian Michael Saller, Sebastian Felix Baumbach, Carl Neuerburg, Ulla Cordula Stumpf, Wolfgang Böcker, Alexander Martin Keppler

JMIR Med Inform 2022;10(1):e32724