New technique for real-time interface pressure analysis: getting more out of large image data sets, J. Rehabil. Res. Dev, vol.45, issue.4, pp.523-535, 2008. ,
A tutorial on support vector machines for pattern recognition, Data Min. Knowl. Disc, vol.2, issue.2, pp.121-167, 1998. ,
Bioengineering Technologies to Monitor Movements in Supported Postures: A Potential Strategy to Monitor Pressure Ulcers, 2020. ,
A sensitivity analysis to evaluate the performance of temporal pressure -related parameters in detecting changes in supine postures, Med. Eng. Phys, vol.69, pp.33-42, 2019. ,
Bayesian classification for bed posture detection based on kurtosis and skewness estimation, HealthCom 2008 -10th International Conference on e-Health Networking, Applications and Services, pp.165-168, 2008. ,
Nearest neighbor pattern classification, IEEE Trans. Inf. Theory, vol.13, issue.1, pp.21-27, 1967. ,
The effect of various combinations of turning and pressure reducing devices on the incidence of pressure ulcers, Int. J. Nurs. Stud, vol.42, issue.1, pp.37-46, 2005. ,
Detection and classification methodology for movements in the bed that supports continuous pressure injury risk assessment and repositioning compliance, J. Tissue Viability, vol.28, issue.1, pp.7-13, 2019. ,
,
Accuracy of posture allocation algorithms for thigh-and waist-worn accelerometers, Med. Sci. Sports Exerc, vol.48, issue.6, pp.1085-1090, 2016. ,
Lying and sitting posture recognition and transition detection using a pressure sensor array, 2012 IEEE International Symposium on Medical Measurements and Applications Proceedings, pp.1-6, 2012. ,
Implementing a visual cueing technology intervention in a nursing home: nursing staff perceptions, Geriatr. Nurs, vol.39, issue.5, pp.607-609, 2018. ,
Classification of children's sitting postures using machine learning algorithms, Appl. Sci, vol.8, issue.8, p.1280, 2018. ,
Differentiating sitting and lying using a thigh-worn accelerometer, Med. Sci. Sports Exerc, vol.48, issue.4, pp.742-747, 2016. ,
Machine learning methods for classifying human physical activity from on-body accelerometers, Sensors, vol.10, issue.2, pp.1154-1175, 2010. ,
Artificial neural network for in-bed posture classification using bed-sheet pressure sensors, IEEE J. Biomed. Health Inform, vol.24, issue.1, pp.101-110, 2020. ,
Detection of daily physical activities using a triaxial accelerometer, Med. Biol. Eng. Comput, vol.41, issue.3, pp.296-301, 2003. ,
Recognition of gait cycle phases using wearable sensors, Robot. Auton. Syst, vol.75, pp.50-59, 2016. ,
URL : https://hal.archives-ouvertes.fr/hal-01350732
Effect of a wearable patient sensor on care delivery for preventing pressure injuries in acutely ill adults: a pragmatic randomized clinical trial (LS-HAPI study), Int. J. Nurs. Stud, vol.80, pp.12-19, 2018. ,
Evaluating the recognition of bed postures using mutual capacitance sensing, J. Ambient Intell. Smart Environ, vol.9, issue.1, pp.113-127, 2017. ,
The optimal distance measure for nearest neighbor classification, IEEE Trans. Inf. Theory, vol.27, issue.5, pp.622-627, 1981. ,
Exploring repositioning movements in sitting with 'at risk' groups using accelerometry and interface pressure mapping technologies, Journal of Tissue Viability, vol.27, issue.1, pp.10-15, 2018. ,
Gait partitioning methods: a systematic review, Sensors (Basel), vol.16, issue.1, p.66, 2016. ,
Assistive technologies for selfmanaged pressure ulcer prevention in spinal cord injury: a scoping review, J. Rehabil. Res. Dev, vol.52, pp.131-146, 2015. ,
Lying posture classification for pressure ulcer prevention, J. Healthc. Eng, vol.1, issue.2, pp.217-238, 2010. ,
How consistent and effective are current repositioning strategies for pressure ulcer prevention?, Appl. Nurs. Res, vol.48, pp.58-62, 2019. ,
Bed posture classification for pressure ulcer prevention, 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, pp.7175-7178, 2011. ,
Application of machine learning approaches for classifying sitting posture based on force and acceleration sensors, Biomed. Res. Int, 2016. ,