Cargando…
In-Bed Posture Classification Using Deep Neural Network
In-bed posture monitoring has become a prevalent area of research to help minimize the risk of pressure sore development and to increase sleep quality. This paper proposed 2D and 3D Convolutional Neural Networks, which are trained on images and videos of an open-access dataset consisting of 13 subje...
Autores principales: | Stern, Lindsay, Roshan Fekr, Atena |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10007451/ https://www.ncbi.nlm.nih.gov/pubmed/36904634 http://dx.doi.org/10.3390/s23052430 |
Ejemplares similares
-
Deep Neural Network for Slip Detection on Ice Surface
por: Wu, Kent, et al.
Publicado: (2020) -
A Medical Cloud-Based Platform for Respiration Rate Measurement and Hierarchical Classification of Breath Disorders
por: Fekr, Atena Roshan, et al.
Publicado: (2014) -
Automated Fluid Intake Detection Using RGB Videos
por: Cohen, Rachel, et al.
Publicado: (2022) -
A Vision-Based Approach for Sidewalk and Walkway Trip Hazards Assessment
por: Cohen, Rachel, et al.
Publicado: (2020) -
Design of a Novel Wearable System for Foot Clearance Estimation
por: Jacob, Shilpa, et al.
Publicado: (2021)