Resources
Discover cutting-edge research, news, and tools that power computational neurology and psychiatry. As active members of the communities we serve, we're dedicated to the highest quality science and contributing to open source projects across the ecosystem.
News
View All NewsBeacon Biosignals Reports Novel Sleep EEG Results from Multiple Industry Collaborations at the American Epilepsy Society Annual Meeting
Beacon Biosignals
FDA Authorizes Beacon’s Dreem 3S as First Sleep Wearable with Predetermined Change Control Plan, Paving the Way for Continuous Algorithm Enhancements in Sleep Monitoring
Beacon Biosignals
Beacon Launches HEADFIRST Clinical Trial to Study Sleep EEG in Pediatric Developmental Disorders, Partners with LGS Foundation
Beacon Biosignals
Beacon Biosignals Announces Strategic Collaboration with Skye Bioscience to Integrate Sleep Quality and Sleep Apnea Endpoints in CBEYOND™ Phase 2 Trial of Nimacimab for Obesity
Beacon Biosignals
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Scientific Publications
View All PublicationsUsing a Large Control Cohort to Benchmark EEG Spectral Abnormalities in SCN2A Developmental And Epileptic Encephalopathy
Melina TsitsiklisAES, 2023
Machine Learning Algorithm Matches Experts in Identifying Interictal Ictal Injury Continuum EEG Pattern
Franz FürbassAES, 2023
Association Between Antiseizure Medication Burden and EEG Spectral Features in SCN2A Developmental and Epileptic Encephalopathy
Jay PathmanathanAES, 2023
A Novel Relationship between Interictal Epileptiform Discharge Burden and Gross Motor Developmental Delay in SCN2A Developmental and Epileptic Encephalopathy
Michelle FogersonAES, 2023
Effect of Daridorexant on Sleep Architecture in Adult Patients with Insomnia Disorder—An Analysis of Two Pooled Phase 3 Studies
World Sleep
This analysis aims to assess if daridorexant, a dual orexin receptor antagonist, preserves or modifies sleep architecture, with specific focus on hyperarousal-related patterns such as elevated fast frequencies and disrupted sleep continuity using pooled data from two phase 3 studies.
The Dreem Headband compared to polysomnography for electroencephalographic signal acquisition and sleep staging
Pierrick Arnal, Ph.DSleep
The aim of this study was to assess the signal acquisition and the performance of the automatic sleep staging algorithms of a reduced-montage dry-electroencephalographic (EEG) device (Dreem headband, DH) compared to the gold-standard polysomnography (PSG) scored by five sleep experts.
Macro and microarchitectural sleep features in Alzheimer’s dementia and mild cognitive impairment in a large clinical cohort
Jay Pathmanathan, MD PhDAAIC
We conducted a preliminary examination of polysomnographic (PSG) macro- and microarchitectural changes in subjects with Alzheimer’s Dementia (AD) and mild cognitive impairment (MCI) in a large retrospective cohort.
Machine learning-enabled epileptiform discharge detection stratifies patient subpopulations with Alzheimer’s disease
Jay Pathmanathan, MD PhDAAIC
Interictal epileptiform discharges (IEDs) are detectable in routine EEGs from patients with Alzheimer’s Dementia or MCI (with or without epilepsy). IEDs in these patients can be reliably and quickly detected on routine EEGs using ML algorithms, enabling rapid patient characterization.
Open Source Software
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Onda.jl
A Julia package for high-throughput manipulation of structured signal data across arbitrary domain-specific encodings, file formats and storage layers
Legolas.jl
Tables.jl-friendly mechanisms for constructing, reading, writing, and validating Arrow tables against extensible, versioned, user-specified schemas.
Effects.jl
Effects Prediction for Linear and Generalized Linear models
Lighthouse.jl
Performance evaluation tools for multiclass, multirater classification models
