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20202025
most citedEEG-GCNN: Augmenting Electroencephalogram-based Neurological Disease Diagnosis using a Domain-guided Graph Convolutional Neural Network

41 citations · 45 across the 4 of their papers we have counts for

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Showing 2022Show all

2 papers · 1 filter

eess.SP2022

Tensor Decomposition of Large-scale Clinical EEGs Reveals Interpretable Patterns of Brain Physiology

Teja Gupta, Neeraj Wagh, Samarth Rawal +3

Identifying abnormal patterns in electroencephalography (EEG) remains the cornerstone of diagnosing several neurological diseases. The current clinical EEG review process relies he…

eess.SP2022★ 4 cited

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

Neeraj Wagh, Jionghao Wei, Samarth Rawal +2

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