Machine learning-based detection of acute psychosocial stress from body posture and movements
Investigating acute stress responses is crucial to understanding the underlying mechanisms
of stress. Current stress assessment methods include self-reports that can be biased and …
of stress. Current stress assessment methods include self-reports that can be biased and …
A Review and Tutorial on Machine Learning-Enabled Radar-Based Biomedical Monitoring
Radio detection and ranging-based (radar) sensing offers unique opportunities for
biomedical monitoring and can help overcome the limitations of currently established …
biomedical monitoring and can help overcome the limitations of currently established …
Tracing Human Stress From Physiological Signals Using UWB Radar
Stress tracing is an important research domain that supports many applications, such as
health care and stress management; and its closest related works are derived from stress …
health care and stress management; and its closest related works are derived from stress …
[PDF][PDF] CRNet: Robust Millimeter Wave Gait Recognition Method Based on Contrastive Learning
Gait recognition based on millimeter waves (mmWave) has a wide range of applications,
such as smart homes and health monitoring, and attracted extensive attention due to its non …
such as smart homes and health monitoring, and attracted extensive attention due to its non …
MSense: Boosting Wireless Sensing Capability Under Motion Interference
Wireless signals have been widely utilized for human sensing. However, wireless sensing
systems face a fundamental limitation, ie, the wireless device must keep static during the …
systems face a fundamental limitation, ie, the wireless device must keep static during the …
mmTAA: A Contact-Less Thoracoabdominal Asynchrony Measurement System Based on Mmwave Sensing
F Zhang, Z Zhang, L Kang… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Thoracoabdominal Asynchrony (TAA) is a key metric in respiration monitoring, which
characterizes the non-parallel periodical motion of human's rib cage (RC) and abdomen …
characterizes the non-parallel periodical motion of human's rib cage (RC) and abdomen …
mmCare: A Nursing Care Activity Monitoring System via mmWave Sensing
With the advent of an aging society, an increasing number of patients require appropriate
care. Simultaneously, there is currently a lack of effective solutions for monitoring nursing …
care. Simultaneously, there is currently a lack of effective solutions for monitoring nursing …
The effects of vulnerability-schema structure on suicidal ideation are enhanced by traumatic stress both directly and through depression
M Luo, Y Yu, M Zhao, Z Feng, J Zhang - 2024 - researchsquare.com
Objective This study aimed to discover the complicated effects of impulsivity and traumatic
stress on suicidal ideation mediated by negative cognitive processing bias and depression …
stress on suicidal ideation mediated by negative cognitive processing bias and depression …
Machine Learning in RADAR-based Physiological Signals Sensing: A Scoping Review of the Models, Datasets and Metrics
In the field of physiological signals monitoring and its applications, non-contact technology is
often proposed as a possible alternative to traditional contact devices. The ability to extract …
often proposed as a possible alternative to traditional contact devices. The ability to extract …
UrFatigue: Ultra-wideband Radar based Contactless Fatigue Monitoring
L Meng, J Zhang, X Jiang, K Wang… - … Workshop on Radio …, 2024 - ieeexplore.ieee.org
The effective monitoring of fatigue holds significant importance in maintaining long-term
physiological and psychological well-being, attracting substantial attention in the field of …
physiological and psychological well-being, attracting substantial attention in the field of …