neerajwagh

Neeraj Wagh's repositories

eeg-gcnn

Resources for the paper titled "EEG-GCNN: Augmenting Electroencephalogram-based Neurological Disease Diagnosis using a Domain-guided Graph Convolutional Neural Network". Accepted for publication (with an oral spotlight!) at ML4H Workshop, NeurIPS 2020.

Language:Python149 3 12

eeg-self-supervision

Resources for the paper titled "Domain-guided Self-supervision of EEG Data Improves Downstream Classification Performance and Generalizability". Accepted at ML4H Symposium 2021 with an oral spotlight!

Language:PythonMIT18 30

evaluating-eeg-representations

Resources for the paper titled "Evaluating Latent Space Robustness and Uncertainty of EEG-ML Models under Realistic Distribution Shifts". Accepted at NeurIPS 2022.

MIT16 30

neerajwagh

Config files for my GitHub profile.

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tensor_decomp_eeg

Resources for the IEEE NER 2023 paper: https://ieeexplore.ieee.org/abstract/document/10123800. Decomposition of scalp EEG population data into expert-interpretable factors and their use in understanding differences in smaller clinical cohorts.

Language:Jupyter Notebook000