[HTML][HTML] A semi-supervised approach to unobtrusively predict abnormality in breathing patterns using hydraulic bed sensor data in older adults aging in place

P Gupta, JS Walker, L Despins, D Heise, J Keller… - Journal of Biomedical …, 2023 - Elsevier
Shortness of breath is often considered a repercussion of aging in older adults, as
respiratory illnesses like COPD 1 or respiratory illnesses due to heart-related issues are …

GPU-accelerated PostgreSQL for Scalable Management and Processing of Irregular Time-Series Data using SPI

J Saied-Walker, P Gupta, R Yi… - … Conference on Big …, 2023 - ieeexplore.ieee.org
As the demand for real-time signal processing increases in various fields, such as
healthcare, artificial intelligence, machine learning, and scientific research, there is a need …

Cohort Discovery from Bed Sensor Data with Fuzzy Evidence Accumulation Clustering

TM Bajkowski, N Marchal… - … on Fuzzy Systems …, 2023 - ieeexplore.ieee.org
In numerous settings, humans are observed in a variety of modalities by connected (eg,
wearables) and unconnected sensors (eg, stand-off sensors). Smart facilities that leverage …