3 papers
eess.SP2025
Graph-Guided Structured Recovery of Modulo EEG Signals
Soujanya Hazra, Sanjay Ghosh
Electroencephalography (EEG) acquisition is often affected by large-amplitude variations across subjects and sessions. This makes conventional front ends vulnerable to saturation a…
eess.SP2025
Bridging Accuracy and Explainability in EEG-based Graph Attention Network for Depression Detection
Soujanya Hazra, Sanjay Ghosh
Depression is a major cause of global mental illness and significantly influences suicide rates. Timely and accurate diagnosis is essential for effective intervention. Electroencep…
q-bio.NC2025
Selection and Stability of Functional Connectivity Features for Classification of Brain Disorders
Aniruddha Saha, Soujanya Hazra, Sanjay Ghosh
Brain disorders are an umbrella term for a group of neurological and psychiatric conditions that have a major effect on thinking, feeling, and acting. These conditions encompass a…