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

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The Seer Research team

Dean Freestone
Chief Executive Officer

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Mark Cook
Chief Medical Officer

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Ewan Nurse
Research Lead

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Pip Karoly
Data Scientist

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Dominique Eden
Data Scientist

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Matias Maturana
Product Manager

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Rachel Stirling
Data scientist

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Research collaborations

All publications

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

Posted on August 22, 2020May 1, 2022 by Peta

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

Posted on August 23, 2021March 8, 2022 by Peta

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

Posted on December 4, 2020May 17, 2022 by Peta

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

Posted on April 8, 2021May 17, 2022 by Peta

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

Posted on May 12, 2022May 12, 2022 by Peta

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Decoding EEG and LFP signals using deep learning: heading TrueNorth

Posted on May 16, 2016November 18, 2021 by seermedical

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

Posted on May 12, 2022May 12, 2022 by Peta

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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 June 28, 2013November 18, 2021 by seermedical

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Epileptic Seizure Cycles: Six Common Clinical Misconceptions

Posted on August 4, 2021November 17, 2021 by Peta

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Seizure prediction: Science fiction or soon to become reality?

Posted on November 15, 2015May 17, 2022 by seermedical

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

Posted on November 15, 2021May 16, 2022 by Peta

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

Posted on May 12, 2022May 16, 2022 by Peta

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Seizure forecasting using long-term electroencephalography and electrocardiogram data

Posted on August 4, 2021January 28, 2022 by Peta

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The circadian profile of epilepsy improves seizure forecasting

Posted on October 19, 2017May 17, 2022 by seermedical

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

Posted on September 1, 2018May 17, 2022 by seermedical

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Seizure pathways: A model-based investigation

Posted on October 11, 2018May 17, 2022 by seermedical

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

Posted on November 27, 2018November 16, 2021 by seermedical

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Are the days of counting seizures numbered?

Posted on April 26, 2018May 17, 2022 by seermedical

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

Posted on April 26, 2018May 17, 2022 by seermedical

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Methods for the detection of seizure bursts in epilepsy

Posted on March 26, 2019May 17, 2022 by seermedical

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

Posted on March 27, 2019November 18, 2021 by seermedical

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

Posted on September 12, 2018May 19, 2022 by seermedical

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

Posted on November 16, 2021February 4, 2022 by seermedical

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A forward-looking review of seizure prediction

Posted on January 21, 2017May 17, 2022 by seermedical

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

Posted on November 16, 2021November 18, 2021 by Christina

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

Posted on January 9, 2020February 4, 2022 by Peta

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Seizure forecasting: bifurcations in the long and winding road

Posted on May 24, 2022 by Peta

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Computer-assisted EEG diagnostic review for idiopathic generalized epilepsy

Posted on November 16, 2021November 17, 2021 by seermedical

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

Posted on July 16, 2021November 17, 2021 by Peta

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Forecasting seizure likelihood with wearable technology

Posted on July 16, 2021November 17, 2021 by Peta

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

Posted on June 17, 2021May 16, 2022 by Peta

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

Posted on September 9, 2020January 28, 2022 by admin

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Past, present and future of home video‐electroencephalographic telemetry

Posted on September 9, 2020November 18, 2021 by admin

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Signal quality and patient experience with wearable devices for epilepsy management

Posted on September 9, 2020January 28, 2022 by admin

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Critical slowing down as a biomarker for seizure susceptibility

Posted on September 9, 2020November 16, 2021 by admin

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Forecasting cycles of seizure likelihood

Posted on September 9, 2020November 16, 2021 by seermedical

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Machine learning and wearable devices of the future

Posted on July 26, 2020January 31, 2022 by Peta

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

Posted on January 28, 2021November 17, 2021 by Peta

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Seizure forecasting and cyclic control of seizures

Posted on July 26, 2020December 1, 2021 by Peta

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

Posted on April 18, 2022April 18, 2022 by Peta

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

Posted on December 22, 2020May 16, 2022 by Peta

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Cycles in epilepsy

Posted on March 16, 2021March 1, 2022 by Peta

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

Posted on April 19, 2022May 12, 2022 by Peta

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