Deep Learning for Frailty Classification Using IMU Sensor Data: Insights from FRAILPOL Database

Arslan Amjad,Agnieszka Szczeesna,Monika Blaszczyszyn,Jerzy Sacha, Magdalena Sacha,Piotr Feusette, Wojciech Wolanski,Mariusz Konieczny,Zbigniew Borysiuk, Basheir Khan

IEEE SENSORS JOURNAL（2025）

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Key words

Sensors,Sensor phenomena and characterization,Accelerometers,Classification algorithms,Medical services,Accuracy,Gyroscopes,Deep learning,Databases,Image sensors,Deep learning (DL),frailty,gait,healthcare,inertial measurement unit (IMU) sensor

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