Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International ConferenceFriedreich AtaxiaHumansReproducibility of ResultsAlgorithmsBiomechanical Phenomena
Reliable Objective Assessment of Friedreich Ataxia Through Isolation Forest-Based Anomaly Detection.
Kanishka Ranaweera, Maneesha Randeniya, Pubudu N Pathirana, Sarah C Milne, Malcolm Horne, Martin B Delatycki, Louise A Corben
Published: 202510.1109/EMBC58623.2025.11253335
Abstract
Objective assessment of motor impairments due to Friedreich Ataxia (FRDA) is vital for monitoring disease progression and for timely therapeutic interventions. The Ataxia Instrumented Measurement Cup (AIM-C), an IMU-based device, enables precise quan…
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