Cargando…
Can the Output of a Learned Classification Model Monitor a Person’s Functional Recovery Status Post-Total Knee Arthroplasty?
Osteoarthritis is a common musculoskeletal disorder. Classification models can discriminate an osteoarthritic gait pattern from that of control subjects. However, whether the output of learned models (probability of belonging to a class) is usable for monitoring a person’s functional recovery status...
Autores principales: | Emmerzaal, Jill, De Brabandere, Arne, van der Straaten, Rob, Bellemans, Johan, De Baets, Liesbet, Davis, Jesse, Jonkers, Ilse, Timmermans, Annick, Vanwanseele, Benedicte |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9143351/ https://www.ncbi.nlm.nih.gov/pubmed/35632107 http://dx.doi.org/10.3390/s22103698 |
Ejemplares similares
-
A Machine Learning Approach to Estimate Hip and Knee Joint Loading Using a Mobile Phone-Embedded IMU
por: De Brabandere, Arne, et al.
Publicado: (2020) -
Movement Quality Parameters during Gait Assessed by a Single Accelerometer in Subjects with Osteoarthritis and Following Total Joint Arthroplasty
por: Emmerzaal, Jill, et al.
Publicado: (2022) -
Towards the Monitoring of Functional Status in a Free-Living Environment for People with Hip or Knee Osteoarthritis: Design and Evaluation of the JOLO Blended Care App
por: Emmerzaal, Jill, et al.
Publicado: (2020) -
Functional movement assessment by means of inertial sensor technology to discriminate between movement behaviour of healthy controls and persons with knee osteoarthritis
por: van der Straaten, Rob, et al.
Publicado: (2020) -
Reliability of 3D Lower Extremity Movement Analysis by Means of Inertial Sensor Technology during Transitional Tasks
por: van der Straaten, Rob, et al.
Publicado: (2018)