302 citations · 1.3k across the 23 of their papers we have counts for
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physics.data-an2005★ 21 cited
Nonlinear Statistical Modelling and Model Discovery for Cardiorespiratory Data
D. G. Luchinsky, V. N. Smelyanskiy, M. M. Millonas +2
We present a Bayesian dynamical inference method for characterizing cardiorespiratory (CR) dynamics in humans by inverse modelling from blood pressure time-series data. This new me…
physics.data-an2005★ 90 cited
Inference of a nonlinear stochastic model of the cardiorespiratory interaction
V. N. Smelyanskiy, D. G. Luchinsky, A. Stefanovska +1
A new technique is introduced to reconstruct a nonlinear stochastic model of the cardiorespiratory interaction. Its inferential framework uses a set of polynomial basis functions r…