Cargando…

Computational modeling allows unsupervised classification of epileptic brain states across species

Current advances in epilepsy treatment aim to personalize and responsively adjust treatment parameters to overcome patient heterogeneity in treatment efficiency. For tailoring treatment to the individual and the current brain state, tools are required that help to identify the patient- and time-poin...

Descripción completa

Detalles Bibliográficos
Autores principales:	Dallmer-Zerbe, Isa, Jajcay, Nikola, Chvojka, Jan, Janca, Radek, Jezdik, Petr, Krsek, Pavel, Marusic, Petr, Jiruska, Premysl, Hlinka, Jaroslav
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/PMC10439162/ https://www.ncbi.nlm.nih.gov/pubmed/37596382 http://dx.doi.org/10.1038/s41598-023-39867-z

Ejemplares similares

The Sub-Regional Functional Organization of Neocortical Irritative Epileptic Networks in Pediatric Epilepsy
por: Janca, Radek, et al.
Publicado: (2018)

Corrigendum: The Sub-Regional Functional Organization of Neocortical Irritative Epileptic Networks in Pediatric Epilepsy
por: Janca, Radek, et al.
Publicado: (2019)

Mapping the Scene and Object Processing Networks by Intracranial EEG
por: Vlcek, Kamil, et al.
Publicado: (2020)

Timing of Allocentric and Egocentric Spatial Processing in Human Intracranial EEG
por: Moraresku, Sofiia, et al.
Publicado: (2023)

Lacosamide and Levetiracetam Have No Effect on Sharp-Wave Ripple Rate
por: Kudlacek, Jan, et al.
Publicado: (2017)

Structural connectivity-based predictors of cognitive impairment in stroke patients attributable to aging
por: Bučková, Barbora Rehák, et al.
Publicado: (2023)

Genetic Testing for Malformations of Cortical Development: A Clinical Diagnostic Study
por: Straka, Barbora, et al.
Publicado: (2022)

Tackling the challenges of group network inference from intracranial EEG data
por: Pidnebesna, Anna, et al.
Publicado: (2022)

Challenges of P300 Modulation Using Transcranial Alternating Current Stimulation (tACS)
por: Popp, Fabian, et al.
Publicado: (2019)

ToyArchitecture: Unsupervised learning of interpretable models of the environment
por: Vítků, Jaroslav, et al.
Publicado: (2020)

Epileptic high-frequency network activity in a model of non-lesional temporal lobe epilepsy
por: Jiruska, Premysl, et al.
Publicado: (2010)

Human brain structural connectivity matrices–ready for modelling
por: Škoch, Antonín, et al.
Publicado: (2022)

Transcranial Alternating Current Stimulation (tACS) as a Tool to Modulate P300 Amplitude in Attention Deficit Hyperactivity Disorder (ADHD): Preliminary Findings
por: Dallmer-Zerbe, Isa, et al.
Publicado: (2020)

The epileptogenic zone in children with tuberous sclerosis complex is characterized by prominent features of focal cortical dysplasia
por: Hulshof, Hanna M., et al.
Publicado: (2021)

Cognitive performance in distinct groups of children undergoing epilepsy surgery—a single-centre experience
por: Benova, Barbora, et al.
Publicado: (2019)

Identifying causal gateways and mediators in complex spatio-temporal systems
por: Runge, Jakob, et al.
Publicado: (2015)

Ligand-dependent stereoselective Suzuki–Miyaura cross-coupling reactions of β-enamido triflates
por: Chvojka, Tomáš, et al.
Publicado: (2021)

Predominance of Movement Speed Over Direction in Neuronal Population Signals of Motor Cortex: Intracranial EEG Data and A Simple Explanatory Model
por: Hammer, Jiří, et al.
Publicado: (2016)

Critical slowing down as a biomarker for seizure susceptibility
por: Maturana, Matias I., et al.
Publicado: (2020)

Towards causal mechanisms of consciousness through focused transcranial brain stimulation
por: Havlík, Marek, et al.
Publicado: (2023)

A New Approach of Modified Submerged Patch Clamp Recording Reveals Interneuronal Dynamics during Epileptiform Oscillations
por: Morris, Gareth, et al.
Publicado: (2016)

Flow cytometry may allow microscope-independent detection of holocentric chromosomes in plants
por: Zedek, František, et al.
Publicado: (2016)

Immunophenotypes Based on the Tumor Immune Microenvironment Allow for Unsupervised Penile Cancer Patient Stratification
por: Chu, Chengbiao, et al.
Publicado: (2020)

Conserved transcriptomic profile between mouse and human colitis allows unsupervised patient stratification
por: Czarnewski, Paulo, et al.
Publicado: (2019)

Unsupervised Clustering of Heartbeat Dynamics Allows for Real Time and Personalized Improvement in Cardiovascular Fitness
por: Serantoni, Cassandra, et al.
Publicado: (2022)

Unsupervised clustering and epigenetic classification of single cells
por: Zamanighomi, Mahdi, et al.
Publicado: (2018)

MindReader: Unsupervised Classification of Electroencephalographic Data
por: Rivas-Carrillo, Salvador Daniel, et al.
Publicado: (2023)

Corrigendum: Flow cytometry may allow microscope-independent detection of holocentric chromosomes in plants
por: Zedek, František, et al.
Publicado: (2017)

Cross-Frequency Slow Oscillation–Spindle Coupling in a Biophysically Realistic Thalamocortical Neural Mass Model
por: Jajcay, Nikola, et al.
Publicado: (2022)

Fabrication of dual-functional composite yarns with a nanofibrous envelope using high throughput AC needleless and collectorless electrospinning
por: Valtera, Jan, et al.
Publicado: (2019)

Unsupervised Meta-Analysis on Diverse Gene Expression Datasets Allows Insight into Gene Function and Regulation
por: Engelmann, Julia C., et al.
Publicado: (2008)

Human Activity Classification Using Multilayer Perceptron
por: Majidzadeh Gorjani, Ojan, et al.
Publicado: (2021)

An unsupervised classification scheme for improving predictions of prokaryotic TIS
por: Tech, Maike, et al.
Publicado: (2006)

Supervised versus unsupervised approaches to classification of accelerometry data
por: Sur, Maitreyi, et al.
Publicado: (2023)

Unsupervised classification of plethysmography signals with advanced visual representations
por: Germain, Thibaut, et al.
Publicado: (2023)

Unsupervised classification for region of interest in X-ray ptychography
por: Lin, Dergan, et al.
Publicado: (2023)

Halloysite Nanotubes as an Additive to Ensure Enhanced Characteristics of Cold-Curing Epoxy Resins under Fire Conditions
por: Hornak, Jaroslav, et al.
Publicado: (2020)

Mobile User Connectivity in Relay-Assisted Visible Light Communications
por: Pešek, Petr, et al.
Publicado: (2018)

Classification and Feature Extraction Using Supervised and Unsupervised Machine Learning Approach for Broiler Woody Breast Myopathy Detection
por: Siddique, Aftab, et al.
Publicado: (2022)

Schizophrenia, Bipolar Disorder and Pre-Attentional Inhibitory Deficits
por: Vlcek, Premysl, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_pd0dggqjf62nbn453clq4858a8