Retrospective Frailty Assessment in Older Adults Using Inertial Measurement Unit-Based Deep Learning on Gait Spectrograms

Frailty is a common syndrome in the elderly, marked by an increased risk of negative health outcomes such as falls, disability and death. It is important to detect frailty early and accurately to apply timely interventions that can improve health results in older adults. Traditional evaluation metho...

وصف كامل

التفاصيل البيبلوغرافية
الحاوية / القاعدة:Sensors
المؤلفون الرئيسيون: Julius Griškevičius, Kristina Daunoravičienė, Liudvikas Petrauskas, Andrius Apšega, Vidmantas Alekna
التنسيق: مقال
اللغة:الإنجليزية
منشور في: MDPI AG 2025-05-01
الموضوعات:
frailty
IMU
spectrogram
convolutional neural networks
classification
gait
الوصول للمادة أونلاين:https://www.mdpi.com/1424-8220/25/11/3351

الانترنت

https://www.mdpi.com/1424-8220/25/11/3351

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