IEEE

Major Depressive Disorder Detection using Effective Connectivity of Resting-state EEG Signals and 2D-Convolutional Neural Network

Abstract: Major Depressive Disorder (MDD) is a common mental health condition that can have a significant impact on an individual’s quality of life. This study is focused on the detection of MDD from ...
IEEE

xLSTM-UNet can be an Effective Backbone for 2D & 3D Biomedical Image Segmentation Better than its Mamba Counterparts

Abstract: In this work, we replace Mamba in UMamba with recent xLSTM, and surprisingly, it works well! Convolutional Neural Networks (CNNs) and Vision Transformers (ViT) have been pivotal in ...