Decoding mindfulness with multivariate predictive models

Biological Psychiatry Cognitive Neuroscience and Neuroimaging, Journal Year: 2024, Volume and Issue: unknown

Published: Nov. 1, 2024

Language: Английский

Decoding mindfulness with multivariate predictive models

Published: June 18, 2024

Identifying the brain mechanisms that underlie salutary effects of mindfulness, meditation, and related practices is a critical goal contemplative neuroscience. Here we suggest use multivariate predictive models represents promising powerful methodology could be better leveraged to pursue this goal. We describe primary principles approach, including decoding, classification, model-based analyses, all which represent strong departure from conventional mapping approaches. highlight two such research strategies – state induction neuromarker identification provide illustrative examples how these approaches have been used examine central questions in as distinction between internally directed focused attention mind wandering, role mindfulness interventions on somatic pain drug-related cravings. conclude by discussing important issues addressed with future research, key tradeoffs using personalized versus population-based approach modeling.

Language: Английский

Using EEG to advance mindfulness science: A survey of emerging methods and approaches

Biological Psychiatry Cognitive Neuroscience and Neuroimaging, Journal Year: 2024, Volume and Issue: unknown

Published: Oct. 1, 2024

Language: Английский