48 citations · 153 across the 35 of their papers we have counts for
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A Three Spatial Dimension Wave Latent Force Model for Describing Excitation Sources and Electric Potentials Produced by Deep Brain Stimulation
Pablo A. Alvarado, Mauricio A. Álvarez, Álvaro A. Orozco
Deep brain stimulation (DBS) is a surgical treatment for Parkinson's Disease. Static models based on quasi-static approximation are common approaches for DBS modeling. While this s…
A Tucker decomposition process for probabilistic modeling of diffusion magnetic resonance imaging
Hernan Dario Vargas Cardona, Mauricio A. Alvarez, Alvaro A. Orozco
Diffusion magnetic resonance imaging (dMRI) is an emerging medical technique used for describing water diffusion in an organic tissue. Typically, rank-2 tensors quantify this diffu…
Generalized Wishart processes for interpolation over diffusion tensor fields
Hernan Dario Vargas Cardona, Mauricio A. Alvarez, Alvaro A. Orozco
Diffusion Magnetic Resonance Imaging (dMRI) is a non-invasive tool for watching the microstructure of fibrous nerve and muscle tissue. From dMRI, it is possible to estimate 2-rank…
Short-term time series prediction using Hilbert space embeddings of autoregressive processes
Edgar A. Valencia, Mauricio A. Álvarez
Linear autoregressive models serve as basic representations of discrete time stochastic processes. Different attempts have been made to provide non-linear versions of the basic aut…