Semi-automated patient-specific scalp EEG seizure detection with unsupervised machine learning

O Smart, M Chen - 2015 IEEE Conference on Computational …, 2015 - ieeexplore.ieee.org
Epilepsy is a debilitating neurological disorder for which millions of people worldwide
experience seizures. To diagnose these seizures for treatment, a patient typically stays in …

Multilinear subspace clustering

E Kernfeld, N Majumder, S Aeron… - 2016 IEEE Statistical …, 2016 - ieeexplore.ieee.org
In this paper we present a new model and an algorithm for unsupervised clustering of 2-D
data such as images. We assume that the data comes from a union of multilinear sub …

A case-study on learning from large-scale intracranial EEG data using multi-core machines and clusters

H Dutta, H Fiorletta, M Pooleery, H Diab… - Proceedings of the …, 2011 - dl.acm.org
Epilepsy is a chronic neurological disorder characterized by recurrent, unprovoked seizures
that manifest in a variety of ways, including emotional or behavioral disturbances, convulsive …