102 citations · 107 across the 5 of their papers we have counts for
5 papers
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…
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…
Integrating Artificial Intelligence with Real-time Intracranial EEG Monitoring to Automate Interictal Identification of Seizure Onset Zones in Focal Epilepsy
Yogatheesan Varatharajah, Brent Berry, Jan Cimbalnik +6
An ability to map seizure-generating brain tissue, i.e., the seizure onset zone (SOZ), without recording actual seizures could reduce the duration of invasive EEG monitoring for pa…
A Contextual-bandit-based Approach for Informed Decision-making in Clinical Trials
Yogatheesan Varatharajah, Brent Berry, Sanmi Koyejo +1
Clinical trials involving multiple treatments utilize randomization of the treatment assignments to enable the evaluation of treatment efficacies in an unbiased manner. Such evalua…
Ripple oscillations in the left temporal neocortex are associated with impaired verbal episodic memory encoding
Zachary J. Waldman, Liliana Camarillo-Rodriguez, Inna Chervenova +24
Background: We sought to determine if ripple oscillations (80-120Hz), detected in intracranial EEG (iEEG) recordings of epilepsy patients, correlate with an enhancement or disrupti…