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Critical slowing down as a biomarker for seizure susceptibility

Nature communications, 2020-05, Vol.11 (1), p.2172-2172, Article 2172

2020

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Convolutional neural networks for seizure prediction using intracranial and scalp electroencephalogram

Neural networks, 2018-09, Vol.105, p.104-111

2018

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Predicting epileptic seizures using nonnegative matrix factorization

PloS one, 2020-02, Vol.15 (2), p.e0228025-e0228025

2020

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A taxonomy of seizure dynamotypes

eLife, 2020-07, Vol.9

2020

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The circadian profile of epilepsy improves seizure forecasting

Brain (London, England : 1878), 2017-08, Vol.140 (8), p.2169-2182

2017

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Mechanisms of seizure propagation in 2-dimensional centre-surround recurrent networks

PloS one, 2013-08, Vol.8 (8), p.e71369-e71369

2013

Volltextzugriff (PDF)

Epileptic Seizure Forecasting with Generative Adversarial Networks

IEEE access, 2019-01, Vol.7, p.1-1

2019

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Space-time resolved inference-based neurophysiological process imaging: Application to resting-state alpha rhythm

NeuroImage (Orlando, Fla.), 2022-11, Vol.263, p.119592-119592, Article 119592

2022

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General and patient-specific seizure classification using deep neural networks

Analog integrated circuits and signal processing, 2023-09, Vol.116 (3), p.205-220

2023

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Viability of Preictal High-Frequency Oscillation Rates as a Biomarker for Seizure Prediction

Frontiers in human neuroscience, 2021-01, Vol.14, p.612899

2021

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Seizure pathways: A model-based investigation

PLoS computational biology, 2018-10, Vol.14 (10), p.e1006403-e1006403

2018

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Multi-Center Evaluation of Gel-Based and Dry Multipin EEG Caps

Sensors (Basel, Switzerland), 2022-10, Vol.22 (20), p.8079

2022

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Classifying dynamic transitions in high dimensional neural mass models: A random forest approach

PLoS computational biology, 2018-03, Vol.14 (3), p.e1006009-e1006009

2018

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Seizure Susceptibility Prediction in Uncontrolled Epilepsy

Frontiers in neurology, 2021-09, Vol.12, p.721491-721491

2021

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EEG datasets for seizure detection and prediction— A review

Epilepsia open, 2023-06, Vol.8 (2), p.252-267

2023

Volltextzugriff (PDF)

Linc2function: A Comprehensive Pipeline and Webserver for Long Non-Coding RNA (lncRNA) Identification and Functional Predictions Using Deep Learning Approaches

Epigenomes, 2023-09, Vol.7 (3), p.22

2023

Volltextzugriff (PDF)

Seizure likelihood varies with day-to-day variations in sleep duration in patients with refractory focal epilepsy: A longitudinal electroencephalography investigation

EClinicalMedicine, 2021-07, Vol.37, p.100934-100934, Article 100934

2021

Volltextzugriff (PDF)

Modulation of functional EEG networks by the NMDA antagonist nitrous oxide

PloS one, 2013-02, Vol.8 (2), p.e56434

2013

Volltextzugriff (PDF)

Patient-specific bivariate-synchrony-based seizure prediction for short prediction horizons

Epilepsy research, 2010-10, Vol.91 (2), p.214-231

2010

Volltextzugriff (PDF)

Machine Learning for Predicting Epileptic Seizures Using EEG Signals: A Review

IEEE reviews in biomedical engineering, 2021, Vol.14, p.139-155

2021

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Seizure Detection Using Seizure Probability Estimation: Comparison of Features Used to Detect Seizures

Annals of biomedical engineering, 2009-10, Vol.37 (10), p.2129-2145

2009

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Towards a comprehensive pipeline to identify and functionally annotate long noncoding RNA (lncRNA)

Computers in biology and medicine, 2020-12, Vol.127, p.104028-104028, Article 104028

2020

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A Generative Model to Synthesize EEG Data for Epileptic Seizure Prediction

IEEE transactions on neural systems and rehabilitation engineering, 2021-01, Vol.29, p.2322-2332

2021

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Uncovering co-regulatory modules and gene regulatory networks in the heart through machine learning-based analysis of large-scale epigenomic data

Computers in biology and medicine, 2024-03, Vol.171, p.108068-108068, Article 108068

2024

Volltextzugriff (PDF)

Coherent false seizure prediction in epilepsy, coincidence or providence?

Clinical neurophysiology, 2022-01, Vol.133, p.157-164

2022

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Critical slowing down as a biomarker for seizure susceptibility

Convolutional neural networks for seizure prediction using intracranial and scalp electroencephalogram

Predicting epileptic seizures using nonnegative matrix factorization

A taxonomy of seizure dynamotypes

The circadian profile of epilepsy improves seizure forecasting

Mechanisms of seizure propagation in 2-dimensional centre-surround recurrent networks

Epileptic Seizure Forecasting with Generative Adversarial Networks

Space-time resolved inference-based neurophysiological process imaging: Application to resting-state alpha rhythm

General and patient-specific seizure classification using deep neural networks

Viability of Preictal High-Frequency Oscillation Rates as a Biomarker for Seizure Prediction

Seizure pathways: A model-based investigation

Multi-Center Evaluation of Gel-Based and Dry Multipin EEG Caps

Classifying dynamic transitions in high dimensional neural mass models: A random forest approach

Seizure Susceptibility Prediction in Uncontrolled Epilepsy

EEG datasets for seizure detection and prediction— A review

Linc2function: A Comprehensive Pipeline and Webserver for Long Non-Coding RNA (lncRNA) Identification and Functional Predictions Using Deep Learning Approaches

Seizure likelihood varies with day-to-day variations in sleep duration in patients with refractory focal epilepsy: A longitudinal electroencephalography investigation

Modulation of functional EEG networks by the NMDA antagonist nitrous oxide

Patient-specific bivariate-synchrony-based seizure prediction for short prediction horizons

Machine Learning for Predicting Epileptic Seizures Using EEG Signals: A Review

Seizure Detection Using Seizure Probability Estimation: Comparison of Features Used to Detect Seizures

Towards a comprehensive pipeline to identify and functionally annotate long noncoding RNA (lncRNA)

A Generative Model to Synthesize EEG Data for Epileptic Seizure Prediction

Uncovering co-regulatory modules and gene regulatory networks in the heart through machine learning-based analysis of large-scale epigenomic data

Coherent false seizure prediction in epilepsy, coincidence or providence?

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