Cargando…

Deep learning-based automated detection and multiclass classification of focal interictal epileptiform discharges in scalp electroencephalograms

Detection and spatial distribution analyses of interictal epileptiform discharges (IEDs) are important for diagnosing, classifying, and treating focal epilepsy. This study proposes deep learning-based models to detect focal IEDs in electroencephalography (EEG) recordings of the frontal, temporal, an...

Descripción completa

Detalles Bibliográficos
Autores principales:	Chung, Yoon Gi, Lee, Woo-Jin, Na, Sung Min, Kim, Hunmin, Hwang, Hee, Yun, Chang-Ho, Kim, Ki Joong
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Nature Publishing Group UK 2023
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10130023/ https://www.ncbi.nlm.nih.gov/pubmed/37185941 http://dx.doi.org/10.1038/s41598-023-33906-5

Ejemplares similares

A Two-Stage Automatic System for Detection of Interictal Epileptiform Discharges from Scalp Electroencephalograms
por: Wang, Xiaoyun, et al.
Publicado: (2023)

Endovascular Electroencephalogram Records Simultaneous Subdural Electrode-Detectable, Scalp Electrode-Undetectable Interictal Epileptiform Discharges
por: Fujimoto, Ayataka, et al.
Publicado: (2022)

Atypical Interictal Epileptiform Discharges in Electroencephalography
por: Janati, A. Bruce, et al.
Publicado: (2018)

Changes of interictal epileptiform discharges during medication withdrawal and seizures: A scalp EEG marker of epileptogenicity
por: De Stefano, Pia, et al.
Publicado: (2022)

The Role of Interictal Epileptiform Discharges in Epilepsy Surgery Outcome
por: Mehvari Habibabadi, Jafar, et al.
Publicado: (2019)

Interictal pattern on scalp electroencephalogram predicts excellent surgical outcome of epilepsy caused by focal cortical dysplasia
por: Wan, Hui‐juan, et al.
Publicado: (2022)

Deep Convolutional Neural Network Based Interictal-Preictal Electroencephalography Prediction: Application to Focal Cortical Dysplasia Type-II
por: Chung, Yoon Gi, et al.
Publicado: (2020)

Omitting Hyperventilation in Electroencephalogram during the COVID-19 Pandemic May Reduce Interictal Epileptiform Discharges in Patients with Juvenile Myoclonic Epilepsy
por: Hatano, Keisuke, et al.
Publicado: (2022)

Automatic Identification of Interictal Epileptiform Discharges in Secondary Generalized Epilepsy
por: Chang, Won-Du, et al.
Publicado: (2016)

Association between Interictal Epileptiform Discharges and Autistic Spectrum Disorder
por: Luz-Escamilla, Laura, et al.
Publicado: (2019)

Interictal Epileptiform Discharges and the Quality of Human Intracranial Neurophysiology Data
por: Ammanuel, Simon G., et al.
Publicado: (2020)

Interictal epileptiform discharges shape large-scale intercortical communication
por: Dahal, Prawesh, et al.
Publicado: (2019)

Interictal epileptiform discharges in Alzheimer’s disease: prevalence, relevance, and controversies
por: Lemus, Hernan Nicolas, et al.
Publicado: (2023)

Predictive Power of Interictal Epileptiform Discharges in Fitness-to-Drive Evaluation
por: Krestel, Heinz, et al.
Publicado: (2023)

High-Frequency Oscillations on Interictal Epileptiform Discharges in Routinely Acquired Scalp EEG: Can It Be Used as a Prognostic Marker?
por: El Shakankiry, Hanan, et al.
Publicado: (2021)

Human interictal epileptiform discharges are bidirectional traveling waves echoing ictal discharges
por: Smith, Elliot H, et al.
Publicado: (2022)

Interictal Epileptiform Discharges are Task Dependent and are Associated with Lasting Electrocorticographic Changes
por: Meisenhelter, Stephen, et al.
Publicado: (2021)

Interictal epileptiform discharges as a predictive biomarker for recurrence of poststroke epilepsy
por: Abe, Soichiro, et al.
Publicado: (2022)

Interictal epileptiform discharges induce hippocampal-cortical coupling in temporal lobe epilepsy
por: Gelinas, Jennifer N., et al.
Publicado: (2016)

Criteria for defining interictal epileptiform discharges in EEG: A clinical validation study
por: Kural, Mustafa Aykut, et al.
Publicado: (2020)

The effect of interictal epileptiform discharges on cognitive and academic performance in children with idiopathic epilepsy
por: Cheng, Dazhi, et al.
Publicado: (2020)

Latencies to the first interictal epileptiform discharges recorded by the electroencephalography in different epileptic patients
por: Liu, Chenyu, et al.
Publicado: (2023)

Association of electroencephalogram epileptiform discharges during cardiac surgery with postoperative delirium: An observational study
por: Li, Na, et al.
Publicado: (2022)

Interictal Epileptiform Discharges Might Be More Likely During Particular Phases of Brain Activity
por: Abbott, David F.
Publicado: (2015)

Hemodynamic Response to Interictal Epileptiform Discharges Addressed by Personalized EEG-fNIRS Recordings
por: Pellegrino, Giovanni, et al.
Publicado: (2016)

Interictal Epileptiform Discharge Dynamics in Peri-sylvian Polymicrogyria Using EEG-fMRI
por: Cohen, Noa, et al.
Publicado: (2021)

Prolongation of cortical sleep spindles during hippocampal interictal epileptiform discharges in epilepsy patients
por: Sákovics, Anna, et al.
Publicado: (2022)

Interictal epileptiform discharges show distinct spatiotemporal and morphological patterns across wake and sleep
por: Fouad, Amal, et al.
Publicado: (2022)

Automatic interictal epileptiform discharge (IED) detection based on convolutional neural network (CNN)
por: Zhang, Ling, et al.
Publicado: (2023)

Multisensory Flicker Modulates Widespread Brain Networks and Reduces Interictal Epileptiform Discharges in Humans
por: Blanpain, Lou T., et al.
Publicado: (2023)

Focal Epileptiform Discharges Can Mimic Electrode Artifacts When Recorded on the Scalp Near a Skull Defect
por: Mader, Edward C., et al.
Publicado: (2018)

Automated identification of multiple seizure-related and interictal epileptiform event types in the EEG of mice
por: Bergstrom, Rachel A., et al.
Publicado: (2013)

Using Poisson marginal models for investigating the effect of factors on interictal epileptiform discharge in patients with epilepsy
por: Saadati, Mahsa, et al.
Publicado: (2012)

Analysis of Interictal Epileptiform Discharges in Mesial Temporal Lobe Epilepsy Using Quantitative EEG and Neuroimaging
por: Fujisao, Elaine Keiko, et al.
Publicado: (2020)

Stereo-Electroencephalography-Recorded Interictal Epileptiform Discharges: Activation Pattern and Its Relationship With Surgical Outcome
por: Luan, Cindy, et al.
Publicado: (2023)

Zero-crossing patterns reveal subtle epileptiform discharges in the scalp EEG
por: Pyrzowski, Jan, et al.
Publicado: (2021)

Distinguishing Epileptiform Discharges From Normal Electroencephalograms Using Scale-Dependent Lyapunov Exponent
por: Li, Qiong, et al.
Publicado: (2020)

Focal Epileptogenic Lesions in Adult Patients with Epilepsy and Generalized Epileptiform Discharges
por: Kim, Dong Wook, et al.
Publicado: (2016)

Characterization of Interictal Epileptiform Discharges with Time-Resolved Cortical Current Maps Using the Helmholtz–Hodge Decomposition
por: Slater, Jeremy D., et al.
Publicado: (2012)

Acute Effects of High-Frequency Insular Stimulation on Interictal Epileptiform Discharge Rates in Patients with Refractory Epilepsy
por: Tran, Thi Phuoc Yen, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_q3ahou37nbocd70qpo8upvnviq