102 citations · 141 across the 7 of their papers we have counts for
7 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…
Embedding digital chronotherapy into medical devices -- A canine validation for controlling status epilepticus through multi-scale rhythmic brain stimulation
Mayela Zamora, Sebastian Meller, Filip Kajin +10
Circadian and other physiological rhythms play a key role in both normal homeostasis and disease processes. Such is the case of circadian and infradian seizure patterns observed in…
Reinforcement Learning based Disease Progression Model for Alzheimer's Disease
Krishnakant V. Saboo, Anirudh Choudhary, Yurui Cao +3
We model Alzheimer's disease (AD) progression by combining differential equations (DEs) and reinforcement learning (RL) with domain knowledge. DEs provide relationships between som…
Epileptiform spikes in specific left temporal and mesial temporal structures disrupt verbal episodic memory encoding
L. Camarillo-Rodriguez, Z. J. Waldman, I. Orosz +13
Patients diagnosed with epilepsy experience cognitive dysfunction that may be due to a transient cognitive/memory impairment (TCI/TMI) caused by spontaneous epileptiform spikes. We…
High gamma and beta band oscillations in left ventral posterior parietal cortex are regionally dissociated during verbal episodic encoding and recall
D. Rubinstein, L. Camarillo-Rodriguez, ZJ Waldman +14
The posterior parietal cortex (PPC) has a unique role in memory retrieval: fMRI and electrocorticography studies suggest that within the ventral PPC (VPC) specifically, there is an…
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…