Patent foramen ovale (PFO) is a congenital heart defect affecting up to 25% of the population, associated with an increased risk of cryptogenic stroke. Percutaneous PFO closure is a minimally invasive procedure aimed at reducing stroke risk by eliminating the right-to-left shunt. This monocentric, retrospective study analyzed 716 patients who underwent PFO closure between January 2000 and February 2023.
View Article and Find Full Text PDFGeneralization, defined as applying limited experiences to novel situations, represents a cornerstone of human intelligence. Our review traces the evolution and continuity of psychological theories of generalization, from its origins in concept learning (categorizing stimuli) and function learning (learning continuous input-output relationships) to domains such as reinforcement learning and latent structure learning. Historically, there have been fierce debates between approaches based on rule-based mechanisms, which rely on explicit hypotheses about environmental structure, and approaches based on similarity-based mechanisms, which leverage comparisons to prior instances.
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