Physiologically informed neuromodulation
Sign Up to like & getrecommendations! Published in 2022 at "Journal of the Neurological Sciences"
DOI: 10.1016/j.jns.2021.120121
Abstract: The rapid evolution of neuromodulation techniques includes an increasing amount of research into stimulation paradigms that are guided by patients' neurophysiology, to increase efficacy and responder rates. Treatment personalisation and target engagement have shown to… read more here.
Keywords: physiologically informed; neuromodulation; research; informed neuromodulation ... See more keywords
Physiologically-Informed Gaussian Processes for Interpretable Modelling of Psycho-Physiological States.
Sign Up to like & getrecommendations! Published in 2022 at "IEEE journal of biomedical and health informatics"
DOI: 10.36227/techrxiv.19064552.v1
Abstract: The widespread popularity of Machine Learning (ML) models in healthcare solutions has increased the demand for their interpretability and accountability. In this paper, we propose the Physiologically-Informed Gaussian Process (PhGP) classification model, an interpretable machine… read more here.
Keywords: physiologically informed; psycho physiological; physiological states; gaussian processes ... See more keywords