Search Results for author: Neeraj Wagh

Found 3 papers, 3 papers with code

Evaluating Latent Space Robustness and Uncertainty of EEG-ML Models under Realistic Distribution Shifts

1 code implementation22 Sep 2022 Neeraj Wagh, Jionghao Wei, Samarth Rawal, Brent M. Berry, Yogatheesan Varatharajah

The recent availability of large datasets in bio-medicine has inspired the development of representation learning methods for multiple healthcare applications.

EEG Representation Learning

EEG-GCNN: Augmenting Electroencephalogram-based Neurological Disease Diagnosis using a Domain-guided Graph Convolutional Neural Network

2 code implementations17 Nov 2020 Neeraj Wagh, Yogatheesan Varatharajah

This paper presents a novel graph convolutional neural network (GCNN)-based approach for improving the diagnosis of neurological diseases using scalp-electroencephalograms (EEGs).

EEG

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