Research has been conducted on the use of deep learning for automated detection of polymicrogyria in pediatric patients. Studies have also explored the relationship between polymicrogyria and other factors, such as myelin maturation and high-frequency oscillations. The condition's pathogenesis, including potential inflammatory causes, is also being investigated.