Search Results for author: Lara Marcuse

Found 3 papers, 0 papers with code

Patient-Specific Seizure Prediction Using Single Seizure Electroencephalography Recording

no code implementations14 Nov 2020 Zaid Bin Tariq, Arun Iyengar, Lara Marcuse, Hui Su, Bülent Yener

But these models require a considerable number of patient-specific seizures to be recorded for extracting the preictal and interictal EEG data for training a classifier.

EEG Seizure prediction

Deep density ratio estimation for change point detection

no code implementations23 May 2019 Haidar Khan, Lara Marcuse, Bülent Yener

In this work, we propose new objective functions to train deep neural network based density ratio estimators and apply it to a change point detection problem.

Change Point Detection Density Ratio Estimation +1

Focal onset seizure prediction using convolutional networks

no code implementations29 May 2018 Haidar Khan, Lara Marcuse, Madeline Fields, Kalina Swann, Bülent Yener

Significance: We demonstrate that a robust set of features can be learned from scalp EEG that characterize the preictal state of focal seizures.

EEG Seizure prediction

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