Graph-Based Analysis of Brain Connectivity in Children and Adolescents Diagnosed with Major Depressive Disorder Compared to Aged-matched Healthy Control: An EEG Study

• Published in: IEEE Signal Processing in Medicine and Biology Symposium pp. 1 - 5
• Main Authors: Bagh, K., Najafabadi, A. Jahanian
• Format: Conference Proceeding
• Language: English
• Published: IEEE 07.12.2024
• Subjects: Brain modeling; Depression; Electroencephalography; Measurement; Medical diagnostic imaging; Neuroscience; Pediatrics; Psychology; Random forests; Signal processing

Major Depressive Disorder (MDD) is a complex and heterogeneous psychiatric condition that affects individuals across the lifespan, from childhood to old age [1] . Its widespread prevalence worldwide highlights the urgent need for advancements in early diagnosis and improved treatment strategies, par...