Cargando…

Applications for Deep Learning in Epilepsy Genetic Research

Epilepsy is a group of brain disorders characterised by an enduring predisposition to generate unprovoked seizures. Fuelled by advances in sequencing technologies and computational approaches, more than 900 genes have now been implicated in epilepsy. The development and optimisation of tools and met...

Descripción completa

Detalles Bibliográficos
Autores principales:	Zeibich, Robert, Kwan, Patrick, J. O’Brien, Terence, Perucca, Piero, Ge, Zongyuan, Anderson, Alison
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2023
Materias:	Review
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10572791/ https://www.ncbi.nlm.nih.gov/pubmed/37834093 http://dx.doi.org/10.3390/ijms241914645

Ejemplares similares

New era of personalised epilepsy management
por: Chen, Zhibin, et al.
Publicado: (2020)

Moving the field forward: detection of epileptiform abnormalities on scalp electroencephalography using deep learning—clinical application perspectives
por: Janmohamed, Mubeen, et al.
Publicado: (2022)

Genetic Contributions to Acquired Epilepsies
por: Perucca, Piero, et al.
Publicado: (2020)

Seizure control in successive pregnancies in Australian women with epilepsy
por: Vajda, Frank J. E., et al.
Publicado: (2022)

Continuous EEG use and status epilepticus treatment in Australasia: a practice survey of Australian and New Zealand epileptologists
por: Laing, Joshua, et al.
Publicado: (2020)

EEG datasets for seizure detection and prediction— A review
por: Wong, Sheng, et al.
Publicado: (2023)

Association Between Psychiatric Comorbidities and Mortality in Epilepsy
por: Tao, Gerard, et al.
Publicado: (2021)

Cardiac structural and functional abnormalities in epilepsy: A systematic review and meta‐analysis
por: Liu, Zining, et al.
Publicado: (2023)

Human In Vitro Models of Epilepsy Using Embryonic and Induced Pluripotent Stem Cells
por: Javaid, Muhammad Shahid, et al.
Publicado: (2022)

Development and validation of a peripheral cell ratio and lactate score for differentiating status epilepticus from prolonged psychogenic nonepileptic seizures
por: Tan, Tracie H.L., et al.
Publicado: (2023)

An Integrated Multi-Omic Network Analysis Identifies Seizure-Associated Dysregulated Pathways in the GAERS Model of Absence Epilepsy
por: Harutyunyan, Anna, et al.
Publicado: (2022)

Risk of sudden unexpected death in epilepsy (SUDEP) with lamotrigine and other sodium channel‐modulating antiseizure medications
por: Nightscales, Russell, et al.
Publicado: (2023)

Randomized trial of add‐on triheptanoin vs medium chain triglycerides in adults with refractory epilepsy
por: Borges, Karin, et al.
Publicado: (2019)

Sleep and respiratory abnormalities in adults with developmental and epileptic encephalopathies using polysomnography and video‐EEG monitoring
por: Sivathamboo, Shobi, et al.
Publicado: (2023)

Open‐label long‐term treatment of add‐on triheptanoin in adults with drug‐resistant epilepsy
por: Borges, Karin, et al.
Publicado: (2020)

Describing the genetic architecture of epilepsy through heritability analysis
por: Speed, Doug, et al.
Publicado: (2014)

Cathodal transcranial direct‐current stimulation for treatment of drug‐resistant temporal lobe epilepsy: A pilot randomized controlled trial
por: Zoghi, Maryam, et al.
Publicado: (2016)

Phase II randomised placebo-controlled trial of sodium selenate as a disease-modifying treatment in chronic drug-resistant temporal lobe epilepsy: the SeLECT study protocol
por: Vivash, Lucy, et al.
Publicado: (2023)

Diurnal circadian clock gene expression is altered in models of genetic and acquired epilepsy
por: Yamakawa, Glenn R., et al.
Publicado: (2023)

Clinical characteristics and outcomes of patients with post-stroke epilepsy: protocol for an individual patient data meta-analysis from the International Post-stroke Epilepsy Research Repository (IPSERR)
por: Mishra, Nishant K, et al.
Publicado: (2023)

Cannabinoids in the Treatment of Epilepsy: Hard Evidence at Last?
por: Perucca, Emilio
Publicado: (2017)

Deep learning: research and applications
por: Bhattacharyya, Siddhartha, et al.
Publicado: (2020)

The effects of cell therapy on seizures in animal models of epilepsy: protocol for systematic review and meta-analysis of preclinical studies
por: Dvir, Naomi, et al.
Publicado: (2019)

Neurodegenerative pathways as targets for acquired epilepsy therapy development
por: Casillas‐Espinosa, Pablo M., et al.
Publicado: (2020)

Editorial: Translational Epilepsy: An Experimental to Clinical Update
por: Shaikh, Mohd Farooq, et al.
Publicado: (2022)

Pregabalin for the management of partial epilepsy
por: Ryvlin, Philippe, et al.
Publicado: (2008)

Management of post‐traumatic epilepsy: An evidence review over the last 5 years and future directions
por: Piccenna, Loretta, et al.
Publicado: (2017)

Editorial: Experimental & Clinical Epilepsy and Related Comorbidities
por: Shaikh, Mohd. Farooq, et al.
Publicado: (2020)

Development of EpiRisk: An online clinical tool for estimating the risk of major congenital malformations in pregnant women treated for epilepsy
por: Davis Jones, Gabriel, et al.
Publicado: (2018)

Machine learning and deep learning applications in microbiome research
por: Hernández Medina, Ricardo, et al.
Publicado: (2022)

Deep Learning of Histopathological Features for the Prediction of Tumour Molecular Genetics
por: Murchan, Pierre, et al.
Publicado: (2021)

Newly diagnosed seizures assessed at two established first seizure clinics: Clinic characteristics, investigations, and findings over 11 years
por: McIntosh, Anne M., et al.
Publicado: (2021)

Machine learning approaches for imaging‐based prognostication of the outcome of surgery for mesial temporal lobe epilepsy
por: Sinclair, Benjamin, et al.
Publicado: (2022)

(18)F-FDG-PET hypometabolism as a predictor of favourable outcome in epilepsy surgery: protocol for a systematic review and meta-analysis
por: Courtney, Merran R, et al.
Publicado: (2022)

Long-Term Valproate Treatment Increases Brain Neuropeptide Y Expression and Decreases Seizure Expression in a Genetic Rat Model of Absence Epilepsy
por: Elms, Johanna, et al.
Publicado: (2013)

The adaptation of the desirability of outcome ranking for interventional clinical trials in epilepsy: A novel consumer‐led outcome measure
por: Vivash, Lucy, et al.
Publicado: (2023)

Not all that glitters is gold: A guide to the critical interpretation of drug trials in epilepsy
por: Perucca, Emilio, et al.
Publicado: (2016)

Enduring Effects of Early Life Stress on Firing Patterns of Hippocampal and Thalamocortical Neurons in Rats: Implications for Limbic Epilepsy
por: Ali, Idrish, et al.
Publicado: (2013)

Role of cerebral glutamate in post-stroke epileptogenesis
por: Nicolo, John-Paul, et al.
Publicado: (2019)

Neuroinflammation: A Common Pathway in Alzheimer’s Disease and Epilepsy
por: Liew, Yee, et al.
Publicado: (2023)

Cannot write session to /tmp/vufind_sessions/sess_sc9ucbnrvfkq8l8d693nt7a3cd