News

12 Oct 2026PaperClinical and imaging correlates of lateralized rhythmic delta activity: A multicenter cohort study. is published in Clin Neurophysiol
10 Oct 2026PaperAn adaptive, variable-length test for certifying electroencephalographic spike-detection skill: A retrospective feasibility study. is published in Epilepsia
1 Oct 2026PreprintLitBench: A Benchmark for Retrieval-Grounded Multi-Paper Evidence Synthesis in Epilepsy. is published in medRxiv
28 Sep 2026PaperAutomated Derivation of Cerebral Performance Category at Hospital Discharge After Cardiac Arrest Using Natural Language Processing and Machine Learning. is published in Neurocrit Care
22 Sep 2026PaperSleep electroencephalography-derived brain health and long-term cognitive decline in community-dwelling adults. is published in Sleep Adv
22 Sep 2026Data & codePediatric SleepNet: A Deep Learning Model for Reliable Pediatric Sleep Staging Across Developmental Stages — Trained Models and Code is published on bdsp.io
9 Sep 2026PaperCounterintuitive: reducing regression-to-the-mean worsens efficiency in simulated clinical trials. is published in Seizure
1 Sep 2026PaperPrognostic Significance of EEG Patterns in Post-Cardiac Arrest Coma: A Multicenter Retrospective Cohort Study of 1,000 Patients. is published in Neurol Open Access
25 Aug 2026PaperToward unified and comprehensive automated electroencephalogram interpretation: a multicentre development and validation of an electroencephalogram foundation model. is published in Lancet Digit Health
18 Aug 2026Data & codeGROND: Automated Characterization of Periodic and Rhythmic EEG Patterns is published on bdsp.io
5 Aug 2026PaperThe Human Sleep Project: A Multi-Center Clinical Polysomnography Dataset Across the Human Lifespan. is published in Sleep
31 Jul 2026PaperDynamic instability of breathing during sleep predicts cognition, disease, and mortality. is published in Sleep
29 Jul 2026Data & codeI-CARE: International Cardiac Arrest REsearch consortium Electroencephalography Database is published on bdsp.io
29 Jul 2026Data & codeELUCID: Late-Onset Unexplained Epilepsy as a Risk Factor for Cognitive Impairment and Dementia — A Multi-Center Prospective Longitudinal Study (Protocol and Data Resource) is published on bdsp.io
28 Jul 2026PaperThe Respiration-Limb Coactivation Index (RLCI): A Continuous Signal-Based Biomarker for Stratifying Cardiovascular Disease Risk in a Cross-Sectional Sleep Cohort. is published in Sleep
20 Jul 2026Data & codeLENS: Lifespan and Sleep-Stage-Resolved Normative EEG Background Slowing - Data and Code is published on bdsp.io
16 Jul 2026PaperLarge language model derived regular expressions for sleep phenotyping from electronic health record: a feasibility study. is published in Sleep Adv
11 Jul 2026Data & codeEffects of epileptiform activity on discharge outcome in critically ill patients is published on bdsp.io
11 Jul 2026Data & codeAutomated annotation of epileptiform burden and its association with outcomes is published on bdsp.io
11 Jul 2026Data & codeHow many patients do you need? A trial-design simulation for anti-seizure treatment in acute brain injury is published on bdsp.io
10 Jul 2026Data & codeA Primer on EEG Spectrograms: a de-identified EEG/qEEG teaching atlas is published on bdsp.io
10 Jul 2026Data & codeEpileptiform activity and outcomes in toxic-metabolic encephalopathy is published on bdsp.io
10 Jul 2026Data & codeOptimal spindle detection parameters for predicting cognitive performance is published on bdsp.io
10 Jul 2026Data & codePrognostic significance of EEG patterns in post-cardiac arrest coma: a 1,000-patient multicenter cohort is published on bdsp.io
9 Jul 2026Data & codeInterpretable quantitative criteria for evaluating interictal epileptiform discharges is published on bdsp.io
9 Jul 2026Data & codeDDESVSFS: a screening tool for the differential diagnosis of epileptic versus functional seizures is published on bdsp.io
9 Jul 2026Data & code2HELPS2B: an EEG-based risk score for seizure probability in hospitalized patients is published on bdsp.io
8 Jul 2026Data & codeContinuous EEG monitoring enhances multimodal outcome prediction in hypoxic-ischemic brain injury is published on bdsp.io
8 Jul 2026Data & codeTime-dependent risk of seizures in critically ill patients on continuous electroencephalogram is published on bdsp.io
7 Jul 2026Data & codeThe Neurotech EEG Dataset is published on bdsp.io
7 Jul 2026Data & codeForecasting immune effector cell-associated neurotoxicity syndrome after CAR T-cell therapy is published on bdsp.io
7 Jul 2026Data & codeEEG-based grading of immune effector cell-associated neurotoxicity syndrome is published on bdsp.io
7 Jul 2026Data & codeNoise in the diagnosis of epilepsy by experts is published on bdsp.io
7 Jul 2026PaperPANDA pediatric arousal neural detection architecture. is published in NPJ Digit Med
3 Jul 2026PaperBCGNet: an AI model trained on 600 K hours of sleep data for a novel under-pillow contactless monitoring device. is published in NPJ Digit Med
3 Jul 2026PreprintBetween Patterns and Predictions: Interpretable Latent EEG Representations for Clinical Insights. is published in medRxiv
2 Jul 2026Data & codeNeuroBrowser: Rapid Annotation of Interictal Epileptiform Discharges via Template Matching under Dynamic Time Warping is published on bdsp.io
29 Jun 2026PaperAutomated Prediction of Glasgow Coma Scale Scores From Unstructured Electronic Health Records Using Natural Language Processing: Development and Validation Study. is published in J Med Internet Res
29 Jun 2026PreprintAssociation between Interictal Spike Rate and Seizure Frequency in a Large Epilepsy Cohort. is published in medRxiv
18 Jun 2026PaperQuantification of Ventilatory Control in Sleep Apnea: From Physiological Insight to Computable Loop Gain. is published in Sleep
15 Jun 2026PaperDeterminants of Delayed Recovery of Consciousness After Analgosedation Discontinuation in the ICU: Insights From Patients With COVID-19 Hypoxemic Respiratory Failure. is published in Crit Care Med
14 Jun 2026Data & codeNeurophysiologic Encephalopathy Severity Index (NESI) - Data and Code is published on bdsp.io
13 Jun 2026PaperThe quest for an ideal EEG competency assessment. is published in Clin Neurophysiol
8 Jun 2026PaperSelf-Reported Seizure Durations. is published in JAMA Neurol
4 Jun 2026PreprintDelayed Arousal Response to Sleep Apnea Encodes Mortality. is published in medRxiv
2 Jun 2026Data & codeMORGOTH 1.0: A Foundation Model for Clinical EEG - Data and Code is published on bdsp.io
1 Jun 2026Data & codeAutomated Extraction of Seizures and Ictal-Interictal Continuum Patterns from EEG Reports - Data and Code is published on bdsp.io
29 May 2026PaperVideo-based detection of Delirium in hospitalized adults. is published in PLOS Digit Health
25 May 2026PreprintDelirium and Increased Risk of Developing Dementia: An Emulated Target Trial Analysis. is published in medRxiv
25 May 2026PreprintVideo-based Detection of Delirium in Hospitalized Adults. is published in medRxiv
21 May 2026PaperThe Brain Imaging and Neurophysiology Dataset of large-scale multimodal neural data. is published in Sci Data
17 May 2026Data & codeEvaluating crowdsourcing for ICU EEG annotation: A comparison with expert performance — Data and Code is published on bdsp.io
7 May 2026PaperLate-Onset Seizures: Etiology and Demographics in US Tertiary Care Epilepsy Centers. is published in Neurology
1 May 2026PaperIFCN position statement: use of artificial intelligence in clinical neurophysiology. is published in Clin Neurophysiol
29 Apr 2026PaperConnectome disruptions after hypoxic-ischaemic injury associate with consciousness disorder severity. is published in Brain Commun
25 Apr 2026Data & codeAssociation of Sleep Electroencephalography-Based Brain Age Index With Dementia - Data and code is published on bdsp.io
25 Apr 2026Data & codeICU SLEEP is published on bdsp.io
25 Apr 2026Data & codeDementia detection from brain activity during sleep - data and code is published on bdsp.io
22 Apr 2026PaperFacility-Measured Sleep Electroencephalographic Microstructures in Long COVID. is published in Sleep
22 Apr 2026Data & codeA randomized controlled educational pilot trial of interictal epileptiform discharge identification for neurology residents - Data and Code is published on bdsp.io
21 Apr 2026PaperElectroencephalogram Monitoring in Critical Care: Multicenter Analysis of Timing, Duration, and Readmissions. is published in Crit Care Explor
18 Apr 2026Data & codeOn-demand EEG education through competition: learning to identify IEDs is published on bdsp.io
17 Apr 2026Data & codeMeasuring Expertise in Identifying Interictal Epileptiform Discharges is published on bdsp.io
9 Apr 2026PaperBrain Health from Sleep EEG: A Multicohort, Deep Learning Biomarker for Cognition, Disease, and Mortality. is published in NEJM AI
3 Apr 2026PaperEEG in patients with altered mental status in the emergency department. is published in Int J Emerg Med
28 Mar 2026PaperMulticenter evaluation of the Waveband System for automated sleep assessment in patients with insomnia symptoms. is published in Sleep
16 Dec 2025PaperAlexandra’s paper on estimation of PD frequency is published
8 Dec 2025PaperCat’s NLP paper on coma after cardiac arrest is published in Resuscitation
1 Dec 2025PaperThe ELUCID study protocol paper is published! studying late-onset epilesy
1 Nov 2025PaperAnalysis of inter-rater reliability of sleep scoring in the ISR dataset
21 Oct 2025PaperLidia’s paper on Inferring mRS from claims data using NLP is published in JAHA
14 Oct 2025PaperA better benchmark for seizure forecasting
1 Oct 2025PaperPaper with Chol Shin from KoGES on OSA and cerebral microbleeds
16 Sep 2025PaperThe BCH Sleep Database manuscript is published in SLEEP
9 Sep 2025Data & codeThe Brain Imaging and Neurophysiology Database BIND is published is published on bdsp.io
4 Sep 2025PaperThe EEG Talk experience: Lessons in e-teaching EEG
29 Aug 2025PaperA Machine Learning Approach for Identifying People With Neuroinfectious Diseases in Electronic Health Records: Algorithm Development and Validation is published in JMIR
12 Aug 2025PaperAutomated analysis of the AASM Inter-Scorer Reliability gold standard polysomnogram dataset is published in JCSM
7 Aug 2025PaperHealth-Oriented Sleep States: Making Sleep States Reflect Health Conditions is published in SLEEP
6 Aug 2025PaperEvaluating crowdsourcing for ICU EEG annotation: A comparison with expert performance
6 Aug 2025Data & codeThe BCH Sleep Database is published on BDSP
5 Jul 2025PaperControversies: Periodic discharges in critically ill patients - urgent treatment is essential
2 Jul 2025PaperInter-Rater Reliability of EEG-Based Encephalopathy Grading (EGGS IRR 1.0) is published in JCN!
6 Jun 2025PaperSpikeNet2.0 is published in NEJM AI. Congrats to JJ, Jun, Daniel, Moritz, ChenXi et al!
6 Jun 2025PaperJun Li’s and Shenda Hong’s ECG Foundation Model using 10M ECGs is published in NEJM AI
5 May 2025PaperAlek and Brandon in JAMA Neurology on the risks of general AI
5 May 2025PaperMoritz’s CYCLOPS is published in Epilepsia!
25 Apr 2025PaperErik-Jan’s Ordinal Sleep Depth paper is published in SLEEP!
11 Apr 2025PaperShenda’s Continuous Sleep Depth model is published in NPJ Digital Medicine!
8 Mar 2025PaperFabio’s and Doyle’s Decision Hygiene published in Clinical Neurophysiology!
21 Nov 2024NewsBDSP is officially an NIH-recognized data sharing platform
13 Nov 2024Data & codeNew dataset: Sleep Electroencaphalography-Based Brain Age Index
7 Nov 2024Data & codeECG dataset update: Harvard Electroencephalography Database v 2.0
31 Oct 2024PaperMarta and Sahar’s paper on extracting mRS from notes is published in JAHA
25 Oct 2024PaperHow to tell if GPDs are `ictal’: Commentary from Marcus Ng et al
22 Oct 2024Data & codeDataset publication: Assessing Risk of Health Outcomes From Brain Activity in Sleep
10 Sep 2024PaperKayley’s paper on EEG spectrogram patterns is out!
10 Sep 2024PaperMarta’s paper on extracting seizure control metrics from notes is published
31 Aug 2024PaperWolfgang’s and Sameneh’s paper is published in SLEEP
7 Aug 2024PaperChris, Sam, Shashank, and JJ’s paper is out on estimating PD frequency
26 Jul 2024PaperWendong’s and Lidia’s paper published about NLP identification of fall-related injuries in EHR notes
24 Jul 2024PaperShawn’s and Eddy’s paper on burst similarity ~ MRI in postanoxic coma
9 Jul 2024Data & codeAWS article about BDSP!
12 Jun 2024PaperHarsh’s and Sahar’s paper published in ACTN: Sample Size Calculations for Neuro-ICU Clinical Trials: Yikes.
23 May 2024PaperNEJM AI paper on Interpretable ML for critical care EEG patterns
9 May 2024PaperJames’ paper published in JNCN: GPDs in Catatonia
26 Apr 2024PaperFabio’s and JJ’s pilot RCT on teaching IED recognition to neurology residents
8 Apr 2024NewsKaggle IIIC Classification Competition winners!
17 Feb 2024PaperDaniel’s paper Minimum clinical utility standards for wearable seizure detectors: A simulation study published in Epilepsia
2 Feb 2024PaperRuoqi and Wolfgang’s paper about Sleep~Cognition~MRI is out in SLEEP: paper, supplement, editorial.
8 Jan 2024NewsKaggle Competition launched!: Harmful Brain Activity Classification. $50K in prizes
8 Dec 2023NewsHaoqi’s paper Assessing Risk of Health Outcomes From Brain Activity in Sleep is out! See also this nice editorial.
7 Dec 2023Data & codeNew dataset and code!: Real-Time Segmentation of Burst Suppression Patterns in Critical Care EEG Monitoring is published on BDSP
29 Nov 2023Data & codeNew dataset release!: The Human Burst Suppression Electroencephalogram of Deep Hypothermia is published on BDSP
13 Nov 2023Data & codeE-CAM-S is published on BDSP!
6 Oct 2023PaperKalyan and Jay’s paper showing automated spindle detection is better than sigma power is out!
9 Sep 2023Data & codeThe Harvard-Emory ECG Database is published on BDSP
29 Aug 2023PaperEddy and Weilong’s epic paper about how the EEG evolves following cardiac arrest is published in Neurology.
28 Aug 2023PaperEddy and the Physionet Challenge team published a description of the I-CARE dataset
6 Aug 2023PaperChristine’s work on physiological grading of ICANS neurotoxicity for patients receiving CAR-T therapy is out!
1 Aug 2023PaperFabio, Jaden & JJ’s paper on learning EEG through competition is out!
21 Jul 2023NewsNeurology Today did a piece on our recent paper in Lancet Digital Health
15 Jul 2023NewsNoor’s paper, Decoding information about cognitive health from the brainwaves of sleep is out!
15 Jun 2023Data & codeThe Harvard Electroencephalography Database is published on BDSP!
6 Jun 2023PaperHarsh’s and Haoqi’s paper with Cynthia Rundin and Alex Volfovsky is published in Lancet Digital Health
23 May 2023Data & codeThe first installment of the Human Sleep Project is published on bdsp.io
5 May 2023Data & codeSPaRCNet repository published on bdsp.io!
5 May 2023PaperPatrick and Sahar’s work relating epileptiform activity in toxic metabolic encephalopathy to neurologic outcomes is published.
1 May 2023NewsML contest launched!. Compete with other teams to develop neural networks that classify patterns of harmful brain activity. Top prize $10K!
11 Mar 2023PaperJJ and Wendong’s companion papers on expert reliability and automated detection of seizures and IIIC patterns are out in Neurology, with an accompanying editorial.
1 Mar 2023NewsBrandon gave the Harvard Longwood Neurology Grand Rounds - Geschwind Lecture. The talk starts at 00:16:15.
27 Feb 2023NewsWolfgang’s paper on sleep staging in the ICU using heart rate and breathing signals is out!
27 Feb 2023NewsDaniel, Haoqi and Wolfgang’s SSAML (Sample Size Analysis for Machine Learning validation studies) is in print!
10 Feb 2023NewsThe 2023 Physionet Challenge is launched! Compete to develop the most accurate algorithm to predict neurologic recovery for patients with coma following cardiac arrest.
2 Feb 2023PaperJuan and Haoqi’s paper Intraoperative electroencephalographic marker of preoperative frailty is published in JCA
19 Jan 2023PaperHaoqi’s paper is published in Neurobiology of Aging: The Sleep and Wake Electroencephalogram over the Lifespan
24 Dec 2022PaperJason and Seun’s MINDDS trial results are published in EClinicalMedicine: Nighttime dexmedetomidine for delirium prevention in non-mechanically ventilated patients after cardiac surgery (MINDDS): A single-centre, parallel-arm, randomised, placebo-controlled superiority trial
22 Dec 2022PaperJin Jing’s (JJ’s) paper is published in Neurology: Interrater Reliability of Expert Electroencephalographers Identifying Seizures and Rhythmic and Periodic Patterns in Electroencephalograms.
30 Nov 2022PaperElissa, Haoqi, and Alice’s paper is published in Sleep: Dementia Detection from Brain Activity During Sleep
28 Nov 2022PaperChaoqi’s paper on Augmenting Tensor Decomposition by Self Supervision is published in NeurIPS: ATD: Augmenting CP Tensor Decomposition by Self Supervision. Code is here.
19 Nov 2022PaperDaniel’s paper is published in Epilepsia: Flexible realistic simulation of seizure occurrence recapitulating statistical properties of seizure diaries
17 Nov 2022PaperFabio and JJ’s paper is published in Clinical Neurophysiology: A quantitative approach to evaluating interictal epileptiform discharges based on interpretable quantitative criteria. Code is here.
10 Nov 2022PaperYalda and Christine’s paper about predicting the timecourse of neurotoxicity after CAR-T therapy is published in the Journal of Immunotherapy and Cancer Forecasting immune effector cell-associated neurotoxicity syndrome after chimeric antigen receptor t-cell therapy
9 Nov 2022NewsMedical students beat EEG experts at recognizing IIIC patterns in EEGs!
1 Nov 2022PaperJiangling’s paper is published in the Journal of Neurophysiology: A mechanistic model of calcium homeostasis leading to occurrence and propagation of secondary brain injury
14 Oct 2022PaperJenn’s paper is published in JNNP: Quantitative epileptiform burden and electroencephalography background features predict post-traumatic epilepsy
1 Oct 2022PaperDanny & Christine’s paper is published in Nature Scientific Reports: EEG-based grading of immune effector cell-associated neurotoxicity syndrome
1 Oct 2022PaperFabio & JJ’s paper is published in Neurophysiologie Clinique: EEG reading with or without clinical information - a real-world practice study
26 Sep 2022PreprintNew paper with our collaborators Cynthia Rudin and Alex Volfovsky: Effects of Epileptiform Activity on Discharge Outcome in Critically Ill Patients