ArticleJournal of neural engineering2024
PyHFO: lightweight deep learning-powered end-to-end high-frequency oscillations analysis application.
Abstract read
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Article in Journal of neural engineering, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.
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0cells of the map it votes in
11citing papers in PubMed
–field-weighted citation impact
What it found
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The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
11 citing papers in PubMed.
- Clinical application of artificial intelligence technology in epilepsy.Acta epileptologica · 2026Review
- Discovering Novel intracranial EEG Biomarkers of Seizure Generating Tissue through Time-Frequency Analysis.medRxiv : the preprint server for health sciences · 2026Article
- Seizure onset zone (SoZ) identification from interictal intracranial electroencephalogram.Scientific reports · 2025Article
- Self-supervised data-driven approach defines pathological high-frequency oscillations in epilepsy.Epilepsia · 2025Article
- PyHFO 2.0: an open-source platform for deep learning-based clinical high-frequency oscillations analysis.Journal of neural engineering · 2025Article
- Artificial intelligence in preclinical epilepsy research: Current state, potential, and challenges.Epilepsia open · 2025Review
- AI-based localization of the epileptogenic zone using intracranial EEG.Epilepsia open · 2025Review
- Fast ripple band high-frequency activity associated with thalamic sleep spindles in pediatric epilepsy.Clinical neurophysiology : official journal of the International Federation of Clinical Neurophysiology · 2025Article
- The role of electroencephalography in epilepsy research-From seizures to interictal activity and comorbidities.Epilepsia · 2025Review
- Deep learning in intracranial EEG for seizure detection: advances, challenges, and clinical applications.Frontiers in neuroscience · 2025Review
- Networks through the lens of high-frequency oscillations.Frontiers in network physiology · 2024Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
17 authors.
Yipeng ZhangDepartment of Electrical and Computer Engineering, University of California, Los Angeles, CA, United States of America.ORCID 0000-0003-2869-4692
Lawrence LiuDepartment of Electrical and Computer Engineering, University of California, Los Angeles, CA, United States of America.ORCID 0009-0005-7579-5084
Yuanyi DingDepartment of Electrical and Computer Engineering, University of California, Los Angeles, CA, United States of America.ORCID 0009-0006-5566-675X
Xin ChenDepartment of Electrical and Computer Engineering, University of California, Los Angeles, CA, United States of America.
Tonmoy MonsoorDepartment of Electrical and Computer Engineering, University of California, Los Angeles, CA, United States of America.
Atsuro DaidaDivision of Pediatric Neurology, Department of Pediatrics, UCLA Mattel Children's Hospital, David Geffen School of Medicine, Los Angeles, CA, United States of America.ORCID 0000-0003-1350-7700
Shingo OanaDivision of Pediatric Neurology, Department of Pediatrics, UCLA Mattel Children's Hospital, David Geffen School of Medicine, Los Angeles, CA, United States of America.
Shaun HussainDivision of Pediatric Neurology, Department of Pediatrics, UCLA Mattel Children's Hospital, David Geffen School of Medicine, Los Angeles, CA, United States of America.ORCID 0000-0001-6947-8852
Raman SankarDivision of Pediatric Neurology, Department of Pediatrics, UCLA Mattel Children's Hospital, David Geffen School of Medicine, Los Angeles, CA, United States of America.ORCID 0000-0002-5609-0362
Aria FallahDepartment of Neurosurgery, UCLA Medical Center, David Geffen School of Medicine, Los Angeles, CA, United States of America.ORCID 0000-0002-9703-0964
Cesar Santana-GomezDepartment of Neurology, UCLA Medical Center, David Geffen School of Medicine, Los Angeles, CA 90095, United States of America.ORCID 0000-0001-9163-5615
Jerome EngelDepartment of Neurology, UCLA Medical Center, David Geffen School of Medicine, Los Angeles, CA 90095, United States of America.ORCID 0000-0001-6324-5716
Richard J StabaDepartment of Neurology, UCLA Medical Center, David Geffen School of Medicine, Los Angeles, CA 90095, United States of America.ORCID 0000-0003-2285-5627
William SpeierDepartment of Radiological Sciences, University of California, Los Angeles, Los Angeles, CA, United States of America.ORCID 0000-0002-0890-8684
Jianguo ZhangDepartment of Computer Science and Engineering, Southern University of Science and Technology, Shenzhen, People's Republic of China.
Hiroki NariaiDivision of Pediatric Neurology, Department of Pediatrics, UCLA Mattel Children's Hospital, David Geffen School of Medicine, Los Angeles, CA, United States of America.ORCID 0000-0002-8318-2924
Vwani RoychowdhuryDepartment of Electrical and Computer Engineering, University of California, Los Angeles, CA, United States of America.ORCID 0000-0003-0832-6489
Funding
Defining the Epileptogenic Network and Identifying Which Components Generate SeizuresR01NS106957 · NINDS · UNIVERSITY OF CALIFORNIA LOS ANGELES · PI Richard Staba · 2018 to 2026
$3.4MRefining neurophysiological biomarkers of epilepsy using deep learning to guide pediatric epilepsy surgeryK23NS128318 · NINDS · UNIVERSITY OF CALIFORNIA LOS ANGELES · PI Hiroki Nariai · 2023 to 2026
$968kNINDS NIH HHS K23 NS128318NINDS NIH HHS R01 NS106957
Abstract
PubMed holds no abstract for this paper.
Indexed as
Deep LearningElectroencephalographyAlgorithmsAnimalsEpilepsyHippocampusHumansRatsSoftwareconvolutional neural networkshigh-frequency oscillationsneurophysiology
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Read underepoch 390
Registered trials
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.