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Scientific Reports·2019
Increased Similarity of Neural Responses to Experienced and Empathic Distress in Costly Altruism
O'Connell, K., Brethel-Haurwitz, K.M., Rhoads, S.A., Cardinale, E.M., Vekaria, K.M., Robertson, E.L., Walitt, B., VanMeter, J.W., & Marsh, A.A.
Cross-classification accuracy maps in anterior insula
Machine learning classifiers reveal that altruistic kidney donors show more similar multi-voxel neural patterns between first-hand and observed distress, providing evidence that empathic neural simulation underlies costly real-world altruism.
Machine LearningEmpathyfMRI