Research and publications

Research is at the heart of what we do. Read the latest published works by the Seer Research team.

PUBLICATION
SEIZURE CYCLES

Multiday cycles of heart rate are associated with seizure likelihood: An observational cohort study

EBioMedicine

PUBLICATION
VIDEO-EEG-ECG

Cycles of self-reported seizure likelihood correspond to yield of diagnostic epilepsy monitoring

Epilepsia

PUBLICATION
SEIZURE CYCLES

Critical slowing down as a biomarker for seizure susceptibility

Nature Communications

PUBLICATION
FORECASTING

Identifying seizure risk factors: A comparison of sleep, weather, and temporal features using a Bayesian forecast

Epilepsia

PUBLICATION
FORECASTING

Forecasting cycles of seizure likelihood

Epilepsia

PUBLICATION
SEIZURE CYCLES

Circadian and circaseptan rhythms in human epilepsy: a retrospective cohort study

The Lancet Neurology

PUBLICATION
MACHINE LEARNING

Computer-assisted estimation of interictal discharge burden in idiopathic generalized epilepsy

Epilepsy & Behavior

PUBLICATION
FORECASTING

Seizure forecasting using a novel sub-scalp ultra-long term EEG monitoring system

Frontiers in Neurology

PUBLICATION
FORECASTING

Forecasting seizure likelihood with wearable technology

Frontiers in Neurology

See all research

The Seer Research team

Dean Freestone
Co-Founder

View research profile

Mark Cook
Chief Medical Officer

View research profile

Ewan Nurse
Director of Epilepsy Research

View research profile

Pip Karoly
Data Scientist

View research profile

Dominique Eden
Data Scientist

View research profile

Matias Maturana
Product Manager

View research profile

Rachel Stirling
Data scientist

View research profile

Research collaborations

All publications

Space-time resolved inference-based neurophysiological process imaging: application to resting-state alpha rhythm

Posted on 7 September 20222 August 2023 by Peta

Read article

Epileptic Seizure Cycles: Six Common Clinical Misconceptions

Posted on 4 August 20214 February 2022 by Peta

Read article

Seizure forecasting using long-term electroencephalography and electrocardiogram data

Posted on 4 August 20212 August 2023 by Peta

Read article

Seizure forecasting using a novel sub-scalp ultra-long term EEG monitoring system

Posted on 23 August 20213 February 2022 by Peta

Read article

Ambulatory seizure forecasting with a wrist‑worn device using long‑short term memory deep learning

Posted on 15 November 20213 February 2022 by Peta

Read article

Multiday cycles of heart rate are associated with seizure likelihood: An observational cohort study

Posted on 16 November 20213 February 2022 by seermedical

Read article

Identifying seizure risk factors: A comparison of sleep, weather, and temporal features using a Bayesian forecast

Posted on 16 November 20213 February 2022 by Christina

Read article

Computer-assisted EEG diagnostic review for idiopathic generalized epilepsy

Posted on 16 November 20213 August 2023 by seermedical

Read article

Ambient air pollution and epileptic seizures: a panel study in Australia

Posted on 18 April 20222 August 2023 by Peta

Read article

Seizure forecasting using minimally invasive, ultra-long-term subcutaneous electroencephalography: Individualized intrapatient models

Posted on 19 April 20222 August 2023 by Peta

Read article

Seizure forecasting using minimally -invasive, ultra long-term subcutaneous EEG: Generalizable cross-patient models

Posted on 12 May 20222 August 2023 by Peta

Read article

Classification of antiseizure drugs in cultured neuronal networks using multi-electrode arrays and unsupervised learning

Posted on 12 May 20222 August 2023 by Peta

Read article

Seizure Forecasting by High-Frequency Activity (80–170 Hz) in Long-term Continuous Intracranial EEG Recordings

Posted on 12 May 20222 August 2023 by Peta

Read article

Seizure forecasting: bifurcations in the long and winding road

Posted on 24 May 20223 August 2023 by Peta

Read article

Water-soluble adhesive for stable long-term ambulatory EEG recordings

Posted on 5 August 20222 August 2023 by Peta

Read article

Forecasting seizure likelihood with wearable technology

Posted on 16 July 20214 February 2022 by Peta

Read article

Forecasting Psychogenic Non-Epileptic Seizure Likelihood from Ambulatory EEG and ECG

Posted on 6 November 20222 August 2023 by Peta

Read article

Sleep and seizure risk in epilepsy: Bed and wake times are more important than sleep duration

Posted on 9 January 20233 August 2023 by Peta

Read article

A cross-sectional investigation of cognition and epileptiform discharges in juvenile absence epilepsy

Posted on 11 January 20232 August 2023 by Peta

Read article

Rates of event capture of home video EEG

Posted on 24 February 20232 August 2023 by Peta

Read article

Seizure occurrence is linked to multiday cycles in diverse physiological signals

Posted on 17 April 20232 August 2023 by Peta

Read article

Individualized seizure cluster prediction using machine learning and chronic ambulatory intracranial EEG

Posted on 19 May 20232 August 2023 by Peta

Read article

Ambulatory Video EEG extended to 10 days: A retrospective review of a large database of ictal events

Posted on 26 May 20232 August 2023 by Peta

Read article

Perceived seizure risk in epilepsy – Chronic electronic surveys with and without concurrent EEG

Posted on 13 June 20232 August 2023 by Peta

Read article

Forecasting seizure likelihood from cycles of self-reported events and heart rate: a prospective pilot study

Posted on 19 June 20233 August 2023 by Peta

Read article

Classification of epileptic and psychogenic non-epileptic seizures using electroencephalography and electrocardiography

Posted on 22 June 20232 August 2023 by Peta

Read article

An update on the seizures beget seizures theory

Posted on 28 July 20232 August 2023 by Peta

Read article

Chronic intracranial EEG recordings and interictal spike rate reveal multiscale temporal modulations in seizure states

Posted on 30 August 202330 August 2023 by Peta

Read article

Deep learning for automated detection of generalized paroxysmal fast activity in lennox-gastaut syndrome

Posted on 7 September 202311 September 2023 by Peta

Read article

Seizure forecasting and cyclic control of seizures

Posted on 26 July 20204 February 2022 by Peta

Read article

Seizure prediction: Science fiction or soon to become reality?

Posted on 15 November 20152 August 2023 by seermedical

Read article

Decoding EEG and LFP signals using deep learning: heading TrueNorth

Posted on 16 May 20162 August 2023 by seermedical

Read article

A forward-looking review of seizure prediction

Posted on 21 January 20172 August 2023 by seermedical

Read article

The circadian profile of epilepsy improves seizure forecasting

Posted on 19 October 20173 August 2023 by seermedical

Read article

Are the days of counting seizures numbered?

Posted on 26 April 20182 August 2023 by seermedical

Read article

Postictal suppression and seizure durations: A patient‐specific, long‐term iEEG analysis

Posted on 26 April 20183 August 2023 by seermedical

Read article

Epilepsyecosystem.org: Crowd-sourcing reproducible seizure prediction with long-term human intracranial EEG

Posted on 1 September 20183 August 2023 by seermedical

Read article

Circadian and circaseptan rhythms in human epilepsy: A retrospective cohort study

Posted on 12 September 20184 February 2022 by seermedical

Read article

Seizure pathways: A model-based investigation

Posted on 11 October 20183 August 2023 by seermedical

Read article

Loss of neuronal network resilience precedes seizures and determines the ictogenic nature of interictal synaptic perturbations

Posted on 27 November 20183 August 2023 by seermedical

Read article

Methods for the detection of seizure bursts in epilepsy

Posted on 26 March 20194 February 2022 by seermedical

Read article

Validation of ‘Somnivore’, a machine learning algorithm for automated scoring and analysis of polysomnography data

Posted on 27 March 20194 February 2022 by seermedical

Read article

Epileptic seizure prediction using big data and deep learning: Toward a mobile system

Posted on 9 January 20204 February 2022 by Peta

Read article

Machine learning and wearable devices of the future

Posted on 26 July 202022 February 2023 by Peta

Read article

Prediction of seizure likelihood with a long-term, implanted seizure advisory system in patients with drug-resistant epilepsy: A first-in-man study

Posted on 28 June 201318 August 2023 by seermedical

Read article

A new era in electroencephalographic monitoring? Subscalp devices for ultra–long‐term recordings

Posted on 22 August 20202 August 2023 by Peta

Read article

Computer-assisted estimation of interictal discharge burden in idiopathic generalized epilepsy

Posted on 9 September 202018 August 2023 by admin

Read article

Past, present and future of home video‐electroencephalographic telemetry

Posted on 9 September 20204 February 2022 by admin

Read article

Signal quality and patient experience with wearable devices for epilepsy management

Posted on 9 September 20204 February 2022 by admin

Read article

Critical slowing down as a biomarker for seizure susceptibility

Posted on 9 September 20203 August 2023 by admin

Read article

Forecasting cycles of seizure likelihood

Posted on 9 September 20203 February 2022 by seermedical

Read article

230 days of ultra long-term subcutaneous EEG: seizure cycle analysis and comparison to patient diary

Posted on 4 December 20202 August 2023 by Peta

Read article

Spatiotemporal patterns of high-frequency activity (80–170 Hz) in long-term intracranial EEG

Posted on 22 December 20203 February 2022 by Peta

Read article

Cycles of self‐reported seizure likelihood correspond to yield of diagnostic epilepsy monitoring

Posted on 28 January 20212 August 2023 by Peta

Read article

Cycles in epilepsy

Posted on 16 March 20213 August 2023 by Peta

Read article

Non-invasive wearable seizure detection using long–short-term memory networks with transfer learning

Posted on 8 April 20212 August 2023 by Peta

Read article

Seizure likelihood varies with day-to-day variations in sleep duration in patients with refractory focal epilepsy: A longitudinal electroencephalography investigation

Posted on 17 June 20213 August 2023 by Peta

Read article

Seizure diaries and forecasting with wearables: Epilepsy monitoring outside the clinic

Posted on 16 July 20214 February 2022 by Peta

Read article

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Research and publications

Research is at the heart of what we do. Read the latest published works by the Seer Research team.

The Seer Research team

Research collaborations

All publications

Space-time resolved inference-based neurophysiological process imaging: application to resting-state alpha rhythm

Epileptic Seizure Cycles: Six Common Clinical Misconceptions

Seizure forecasting using long-term electroencephalography and electrocardiogram data

Seizure forecasting using a novel sub-scalp ultra-long term EEG monitoring system

Ambulatory seizure forecasting with a wrist‑worn device using long‑short term memory deep learning

Multiday cycles of heart rate are associated with seizure likelihood: An observational cohort study

Identifying seizure risk factors: A comparison of sleep, weather, and temporal features using a Bayesian forecast

Computer-assisted EEG diagnostic review for idiopathic generalized epilepsy

Ambient air pollution and epileptic seizures: a panel study in Australia

Seizure forecasting using minimally invasive, ultra-long-term subcutaneous electroencephalography: Individualized intrapatient models

Seizure forecasting using minimally -invasive, ultra long-term subcutaneous EEG: Generalizable cross-patient models

Classification of antiseizure drugs in cultured neuronal networks using multi-electrode arrays and unsupervised learning

Seizure Forecasting by High-Frequency Activity (80–170 Hz) in Long-term Continuous Intracranial EEG Recordings

Seizure forecasting: bifurcations in the long and winding road

Water-soluble adhesive for stable long-term ambulatory EEG recordings

Forecasting seizure likelihood with wearable technology

Forecasting Psychogenic Non-Epileptic Seizure Likelihood from Ambulatory EEG and ECG

Sleep and seizure risk in epilepsy: Bed and wake times are more important than sleep duration

A cross-sectional investigation of cognition and epileptiform discharges in juvenile absence epilepsy

Rates of event capture of home video EEG

Seizure occurrence is linked to multiday cycles in diverse physiological signals

Individualized seizure cluster prediction using machine learning and chronic ambulatory intracranial EEG

Ambulatory Video EEG extended to 10 days: A retrospective review of a large database of ictal events

Perceived seizure risk in epilepsy – Chronic electronic surveys with and without concurrent EEG

Forecasting seizure likelihood from cycles of self-reported events and heart rate: a prospective pilot study

Classification of epileptic and psychogenic non-epileptic seizures using electroencephalography and electrocardiography

An update on the seizures beget seizures theory

Chronic intracranial EEG recordings and interictal spike rate reveal multiscale temporal modulations in seizure states

Deep learning for automated detection of generalized paroxysmal fast activity in lennox-gastaut syndrome

Seizure forecasting and cyclic control of seizures

Seizure prediction: Science fiction or soon to become reality?

Decoding EEG and LFP signals using deep learning: heading TrueNorth

A forward-looking review of seizure prediction

The circadian profile of epilepsy improves seizure forecasting

Are the days of counting seizures numbered?

Postictal suppression and seizure durations: A patient‐specific, long‐term iEEG analysis

Epilepsyecosystem.org: Crowd-sourcing reproducible seizure prediction with long-term human intracranial EEG

Circadian and circaseptan rhythms in human epilepsy: A retrospective cohort study

Seizure pathways: A model-based investigation

Loss of neuronal network resilience precedes seizures and determines the ictogenic nature of interictal synaptic perturbations

Methods for the detection of seizure bursts in epilepsy

Validation of ‘Somnivore’, a machine learning algorithm for automated scoring and analysis of polysomnography data

Epileptic seizure prediction using big data and deep learning: Toward a mobile system

Machine learning and wearable devices of the future

Prediction of seizure likelihood with a long-term, implanted seizure advisory system in patients with drug-resistant epilepsy: A first-in-man study

A new era in electroencephalographic monitoring? Subscalp devices for ultra–long‐term recordings

Computer-assisted estimation of interictal discharge burden in idiopathic generalized epilepsy

Past, present and future of home video‐electroencephalographic telemetry

Signal quality and patient experience with wearable devices for epilepsy management

Critical slowing down as a biomarker for seizure susceptibility

Forecasting cycles of seizure likelihood

230 days of ultra long-term subcutaneous EEG: seizure cycle analysis and comparison to patient diary

Spatiotemporal patterns of high-frequency activity (80–170 Hz) in long-term intracranial EEG

Cycles of self‐reported seizure likelihood correspond to yield of diagnostic epilepsy monitoring

Cycles in epilepsy

Non-invasive wearable seizure detection using long–short-term memory networks with transfer learning

Seizure likelihood varies with day-to-day variations in sleep duration in patients with refractory focal epilepsy: A longitudinal electroencephalography investigation

Seizure diaries and forecasting with wearables: Epilepsy monitoring outside the clinic

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