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Showing 1 to 2 of 2 for “"vital-signs estimation"”.
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Machine Learning Approaches that Extend Healthcare: Algorithms & Applications
… representation learning for periodic tasks like vital signs estimation with minimal labeling efforts. • Data Imbalance: The thesis develops new ML algorithms to address data imbalance in regression, filling the gap in techniques for practical imbalanced regression problems. • Domain …
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Non-contract Estimation of Respiration and Heartbeat Rate using Ultra-Wideband Signals
… holds great promise for remote monitoring of vital-signs which has applications in the medical, for first responder and in security. Previous research has shown the feasibility of a UWB-based radar system for respiratory and heartbeat rate estimation. Some simulation and real experimental …