Vascular waveform analysis using Bayesian pulse deconvolution
Parker S. Ruth, Tommy DeBenedetti, Lily O'Brien, James A. Landay, Todd P. Coleman, Emily B. Fox
This paper introduces Bayesian pulse deconvolution to improve vascular waveform analysis by jointly solving signal filtering, pulse timing detection, and pulse shape extraction, achieving significant error reductions in simulations and real-world data.
npj Digital Medicine · Sep 10, 2026Peer-reviewedBioengineering