26–30 Jun 2023
Sloup v Čechách
Europe/Prague timezone

Power Spectral Features of Musculoskeletal Disorders and Their Classification

29 Jun 2023, 10:15
20m

Speaker

Nichita Vatamaniuc

Description

The analysis of biomedical data on musculoskeletal disorders using data provided by motion sensors. The patient's features are extracted from the signal represented as power in dB. The feature dimensionality is then reduced using Data Whitening and classified into two classes: healthy and diseased. Two different methods are used for classification: SVM and MLP.

Primary author

Co-author

Jaromír Kukal (FNSPE CTU in Prague)

Presentation materials