Hierarchical Bayesian modeling of the relationship between task‐related hemodynamic responses and cortical excitability - Cai, Zhengchen; Pellegrino, Giovanni; Lina, Jean‐Marc; Benali, Habib; Grova, Christophe (Human brain mapping, 2023)
Keywords: Bayes Theorem; Bayesian analysis; Bayesian data analysis; Brain; Brain research; Correlation; Cortex (motor); Cortical Excitability; Data analysis; Evoked Potentials, Motor - physiology; Excitability; finger tapping; Hemodynamic responses; Hemodynamics; Humans; Infrared spectra; Infrared spectroscopy; Intervention; Investigations; Mathematical models; maximum entropy on the mean; Medical imaging; Modelling; Motor evoked potentials; Motor task performance; Near infrared radiation; near‐infrared spectroscopy; Neuronal Plasticity - physiology; paired associative stimulation; Research ethics; Spectrum analysis; Stimulation; Transcranial magnetic stimulation; Transcranial Magnetic Stimulation - methods; Bayesian data analysis; near-infrared spectroscopy; excitability; maximum entropy on the mean; paired associative stimulation; finger tapping; transcranial magnetic stimulation