Neurodevelopmental Disorder

Neurodevelopmental disorders encompass a range of conditions affecting brain development, impacting social interaction, communication, and behavior. Current research intensely focuses on early detection and diagnosis using advanced imaging techniques (like MRI) and machine learning models (including convolutional neural networks, graph convolutional networks, and transformer encoders) to analyze brain structure, function, and even behavioral data such as speech and movement patterns. These efforts aim to improve diagnostic accuracy, personalize interventions, and ultimately enhance the lives of individuals with these disorders. The development of robust and generalizable AI tools for diagnosis and prognosis is a major focus, alongside efforts to address data limitations and biases in existing datasets.