Sean R. Mathieson

A Deep Learning Approach to Grading Neonatal Hypoxic-Ischemic Encephalopathy Using ECG Spectrograms.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: December 03, 2025

Background EEG grading for the assessment of neonatal encephalopathy in full term neonates.

Journal: Seminars in perinatology

Published: July 07, 2025

Sleep Electroencephalogram in Infants Born Moderate to Late Preterm and Association with Subsequent Neurodevelopment.

Journal: The Journal of pediatrics

Published: March 17, 2025

Assessing the Effectiveness of Heart Rate Variability as A Diagnostic Tool for Brain Injuries in Infants.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: March 05, 2025

Detection of Neurovascular Coupling in Full-Term Neonates Using Wavelet Coherence and Phase-Locking Value.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: March 05, 2025

Epilepsy following neonatal encephalopathy-Future directions.

Journal: Epilepsia open

Published: February 03, 2025

EEG background activity, seizure burden and early childhood outcomes in neonatal encephalopathy in Uganda: a prospective feasibility cohort study.

Journal: EClinicalMedicine

Published: August 08, 2024

Proceedings of the 15th International Newborn Brain Conference: Other forms of brain monitoring, such as NIRS, fMRI, biochemical, etc.: Fota Island, Cork, Ireland, February 28th - March 2nd 2024.

Journal: Journal of neonatal-perinatal medicine

Published: August 05, 2024

Proceedings of the 15th International Newborn Brain Conference: Neonatal Neurocritical Care, seizures, and continuous aEEG and /or EEG monitoring: Fota Island, Cork, Ireland, February 28th - March 2nd 2024.

Journal: Journal of neonatal-perinatal medicine

Published: August 05, 2024

Proceedings of the 15th International Newborn Brain Conference: Neuro-imaging studies: Fota Island, Cork, Ireland, February 28th - March 2nd 2024.

Journal: Journal of neonatal-perinatal medicine

Published: August 05, 2024

A Deep Learning Approach to Grading Neonatal Hypoxic-Ischemic Encephalopathy Using ECG Spectrograms.

A Deep Learning Approach to Grading Neonatal Hypoxic-Ischemic Encephalopathy Using ECG Spectrograms.

Background EEG grading for the assessment of neonatal encephalopathy in full term neonates.

Background EEG grading for the assessment of neonatal encephalopathy in full term neonates.

Sleep Electroencephalogram in Infants Born Moderate to Late Preterm and Association with Subsequent Neurodevelopment.

Sleep Electroencephalogram in Infants Born Moderate to Late Preterm and Association with Subsequent Neurodevelopment.

Assessing the Effectiveness of Heart Rate Variability as A Diagnostic Tool for Brain Injuries in Infants.

Assessing the Effectiveness of Heart Rate Variability as A Diagnostic Tool for Brain Injuries in Infants.

Detection of Neurovascular Coupling in Full-Term Neonates Using Wavelet Coherence and Phase-Locking Value.

Detection of Neurovascular Coupling in Full-Term Neonates Using Wavelet Coherence and Phase-Locking Value.

Epilepsy following neonatal encephalopathy-Future directions.

Epilepsy following neonatal encephalopathy-Future directions.

EEG background activity, seizure burden and early childhood outcomes in neonatal encephalopathy in Uganda: a prospective feasibility cohort study.

EEG background activity, seizure burden and early childhood outcomes in neonatal encephalopathy in Uganda: a prospective feasibility cohort study.

Proceedings of the 15th International Newborn Brain Conference: Other forms of brain monitoring, such as NIRS, fMRI, biochemical, etc.: Fota Island, Cork, Ireland, February 28th - March 2nd 2024.

Proceedings of the 15th International Newborn Brain Conference: Other forms of brain monitoring, such as NIRS, fMRI, biochemical, etc.: Fota Island, Cork, Ireland, February 28th - March 2nd 2024.

Proceedings of the 15th International Newborn Brain Conference: Neonatal Neurocritical Care, seizures, and continuous aEEG and /or EEG monitoring: Fota Island, Cork, Ireland, February 28th - March 2nd 2024.

Proceedings of the 15th International Newborn Brain Conference: Neonatal Neurocritical Care, seizures, and continuous aEEG and /or EEG monitoring: Fota Island, Cork, Ireland, February 28th - March 2nd 2024.

Proceedings of the 15th International Newborn Brain Conference: Neuro-imaging studies: Fota Island, Cork, Ireland, February 28th - March 2nd 2024.

Proceedings of the 15th International Newborn Brain Conference: Neuro-imaging studies: Fota Island, Cork, Ireland, February 28th - March 2nd 2024.

Infant sleep EEG features at 4 months as biomarkers of neurodevelopment at 18 months.

Infant sleep EEG features at 4 months as biomarkers of neurodevelopment at 18 months.

Scaling convolutional neural networks achieves expert level seizure detection in neonatal EEG.

Scaling convolutional neural networks achieves expert level seizure detection in neonatal EEG.