4.7 Article

Semi-supervised automatic seizure detection using personalized anomaly detecting variational autoencoder with behind-the-ear EEG

相关参考文献

注意:仅列出部分参考文献,下载原文获取全部文献信息。
Article Clinical Neurology

Accurate detection of typical absence seizures in adults and children using a two-channel electroencephalographic wearable behind the ears

Lauren Swinnen et al.

Summary: By using the wearable Sensor Dot device and a sensitive absence seizure detection algorithm, this study was able to reliably detect typical absence seizures and significantly reduce the review time of a 24-hour recording.

EPILEPSIA (2021)

Article Medicine, General & Internal

Comparing Ictal Cardiac Autonomic Changes in Patients with Frontal Lobe Epilepsy and Temporal Lobe Epilepsy by Ultra-Short-Term Heart Rate Variability Analysis

Sung-Min You et al.

Summary: This study aimed to investigate differences in cardiac autonomic function between patients with temporal lobe epilepsy (TLE) and frontal lobe epilepsy (FLE) using ultra-short-term heart rate variability (HRV) analysis. Results showed that heart rate interval (RRi), normalized low-frequency band power (LF), and LF/HF ratio were statistically different between intervals and epilepsy types. Furthermore, the study found distinct patterns of sympathetic and vagal activity in TLE and FLE patients during different seizure intervals.

MEDICINA-LITHUANIA (2021)

Article Computer Science, Interdisciplinary Applications

Unsupervised automatic seizure detection for focal-onset seizures recorded with behind-the-ear EEG using an anomaly-detecting generative adversarial network

Sungmin You et al.

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE (2020)

Article Neurosciences

Effects of Different Re-referencing Methods on Spontaneously Generated Ear-EEG

Soo-In Choi et al.

FRONTIERS IN NEUROSCIENCE (2019)

Article Clinical Neurology

Seizure detection using scalp-EEG

Christoph Baumgartner et al.

EPILEPSIA (2018)

Article Clinical Neurology

Instruction manual for the ILAE 2017 operational classification of seizure types

Robert S. Fisher et al.

EPILEPSIA (2017)

Article Clinical Neurology

Current practice and recommendations in UK epilepsy monitoring units. Report of a national survey and workshop

Khalid Hamandi et al.

SEIZURE-EUROPEAN JOURNAL OF EPILEPSY (2017)

Article Engineering, Electrical & Electronic

In-Ear EEG From Viscoelastic Generic Earpieces: Robust and Unobtrusive 24/7 Monitoring

Valentin Goverdovsky et al.

IEEE SENSORS JOURNAL (2016)

Article Computer Science, Artificial Intelligence

High-dimensional and large-scale anomaly detection using a linear one-class SVM with deep learning

Sarah M. Erfani et al.

PATTERN RECOGNITION (2016)

Review Clinical Neurology

Automated seizure detection systems and their effectiveness for each type of seizure

A. Ulate-Campos et al.

SEIZURE-EUROPEAN JOURNAL OF EPILEPSY (2016)

Review Multidisciplinary Sciences

Deep learning

Yann LeCun et al.

NATURE (2015)

Article Multidisciplinary Sciences

Unobtrusive ambulatory EEG using a smartphone and flexible printed electrodes around the ear

Stefan Debener et al.

SCIENTIFIC REPORTS (2015)

Article Clinical Neurology

ILAE Official Report: A practical clinical definition of epilepsy

Robert S. Fisher et al.

EPILEPSIA (2014)

Review Behavioral Sciences

Seizure detection, seizure prediction, and closed-loop warning systems in epilepsy

Sriram Ramgopal et al.

EPILEPSY & BEHAVIOR (2014)

Article Engineering, Biomedical

Temporal epilepsy seizures monitoring and prediction using cross-correlation and chaos theory

Tahar Haddad et al.

HEALTHCARE TECHNOLOGY LETTERS (2014)

Review Computer Science, Artificial Intelligence

Automated EEG analysis of epilepsy: A review

U. Rajendra Acharya et al.

KNOWLEDGE-BASED SYSTEMS (2013)

Editorial Material Clinical Neurology

Seizure prediction and documentation-two important problems

Christian E. Eiger et al.

LANCET NEUROLOGY (2013)

Article Psychology, Biological

How about taking a low-cost, small, and wireless EEG for a walk?

Stefan Debener et al.

PSYCHOPHYSIOLOGY (2012)

Article Clinical Neurology

Improving safety outcomes in the epilepsy monitoring unit

Marie Atkinson et al.

SEIZURE-EUROPEAN JOURNAL OF EPILEPSY (2012)

Article Computer Science, Information Systems

Isolation-Based Anomaly Detection

Fei Tony Liu et al.

ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA (2012)

Article Behavioral Sciences

Risk of adverse events on epilepsy monitoring units: A survey of epilepsy professionals

P. O. Shafer et al.

EPILEPSY & BEHAVIOR (2011)

Article Computer Science, Theory & Methods

Anomaly detection

Varun Chandola et al.

ACM COMPUTING SURVEYS (2009)

Article Clinical Neurology

Epilepsy - Accuracy of patient seizure counts

Christian Hoppe et al.

ARCHIVES OF NEUROLOGY (2007)

Article Behavioral Sciences

When do patients forget their seizures? An electroclinical study

Frank Kerling et al.

EPILEPSY & BEHAVIOR (2006)

Article Biochemical Research Methods

Analysis of EEG records in an epileptic patient using wavelet transform

H Adeli et al.

JOURNAL OF NEUROSCIENCE METHODS (2003)