Concepedia

Prediction of Physical Frailty in Orthogeriatric Patients Using Sensor Insole–Based Gait Analysis and Machine Learning Algorithms: Cross-sectional Study

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

JMIR Medical Informatics · 2022 · 25 citations · 34 references

DOIFull text

Open access

Abstract

A gait analysis based on machine learning algorithms using sensor soles is superior to the SARC-F and the TUG test to identify physical frailty in orthogeriatric patients.

References

34

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The REDCap consortium: Building an international community of software platform partners

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, , +13

A Short Physical Performance Battery Assessing Lower Extremity Function: Association With Self-Reported Disability and Prediction of Mortality and Nursing Home Admission

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Stephanie A. Studenski · JAMA · 2011 · 4.3K citations