Petri Toiviainen

This study examines how empathy traits modulate functional connectivity during continuous music listening using fMRI data from 36 participants.

The paper investigates neural and musical attributes of beauty during naturalistic music listening using behavioral, neuroimaging, and expert judgments.

The paper shows that musicianship can be predicted from brain structure MRI data using machine learning, achieving significant classification accuracy.

The paper compares whole-brain and regions-of-variance approaches to examine how personality traits relate to neural responses to emotional music.