A. Temko

发表

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

Brian Litt, Feng Li, Alexandre Barachant, 2018, Brain : a journal of neurology.

Detecting Neonatal Seizures With Computer Algorithms.

G. Lightbody, A. Temko, 2016, Journal of clinical neurophysiology : official publication of the American Electroencephalographic Society.

Grading hypoxic–ischemic encephalopathy severity in neonatal EEG using GMM supervectors and the support vector machine

G. Lightbody, G. Boylan, W. Marnane, 2016, Clinical Neurophysiology.

SVM detection of epileptiform activity in routine EEG

W. Marnane, A. Temko, D. Kelleher, 2010, 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology.

Heart rate based automatic seizure detection in the newborn.

G. Lightbody, Andrey Temko, G. Boylan, 2010, Medical engineering & physics.

EEG in the healthy term newborn within 12hours of birth

I. Korotchikova, A. Temko, G. B. Boylan, 2009, Clinical Neurophysiology.

Assessment of quality of ECG for accurate estimation of Heart Rate Variability in newborns

William P. Marnane, Geraldine B. Boylan, Gordon Lightbody, 2015, 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Automatic detection of artifact in neonatal ECG

G. Lightbody, G. Boylan, W. Marnane, 2015, 2015 22nd Iranian Conference on Biomedical Engineering (ICBME).

Coupling between mean blood pressure and EEG in preterm neonates is associated with reduced illness severity scores

E. Dempsey, G. Lightbody, J. O’Toole, 2018, PloS one.

V2Hz: Music composition from wind turbine energy using a finite-state machine

Andriy Temko, Emanuel Popovici, Bruno Srbinovski, 2017, 2017 28th Irish Signals and Systems Conference (ISSC).

A method for AI assisted human interpretation of neonatal EEG

E. Popovici, A. Temko, Sergi Gómez-Quintana, 2022, Scientific Reports.

Deep Learning for EEG Seizure Detection in Preterm Infants

William P. Marnane, Geraldine B. Boylan, Gordon Lightbody, 2020, Int. J. Neural Syst..

A Framework for AI-Assisted Detection of Patent Ductus Arteriosus from Neonatal Phonocardiogram

E. Popovici, A. Temko, C. E. Schwarz, 2021, Healthcare.

Exploring temporal information in neonatal seizures using a dynamic time warping based SVM kernel

William P. Marnane, Rehan Ahmed, Geraldine B. Boylan, 2017, Comput. Biol. Medicine.

In-depth performance analysis of an EEG based neonatal seizure detection algorithm

A. Temko, G. Boylan, E. Low, 2016, Clinical Neurophysiology.

An Automated System for Grading EEG Abnormality in Term Neonates with Hypoxic-Ischaemic Encephalopathy

G. Lightbody, G. Boylan, W. Marnane, 2012, Annals of Biomedical Engineering.

Performance assessment for EEG-based neonatal seizure detectors

G. Lightbody, A. Temko, W. Marnane, 2011, Clinical Neurophysiology.

Lost in translation? The potential psychobiotic Lactobacillus rhamnosus (JB-1) fails to modulate stress or cognitive performance in healthy male subjects

G. Boylan, W. Hutch, T. Dinan, 2017, Brain, Behavior, and Immunity.

Bifidobacterium longum 1714 as a translational psychobiotic: modulation of stress, electrophysiology and neurocognition in healthy volunteers

G. Boylan, W. Hutch, T. Dinan, 2016, Translational psychiatry.

Detection of seizures in intracranial EEG: UPenn and Mayo Clinic's Seizure Detection Challenge

Gordon Lightbody, Andriy Temko, Achintya Sarkar, 2015, 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Multimodal predictor of neurodevelopmental outcome in newborns with hypoxic-ischaemic encephalopathy

William P. Marnane, Geraldine B. Boylan, Gordon Lightbody, 2015, Comput. Biol. Medicine.

Prediction of short-term health outcomes in preterm neonates from heart-rate variability and blood pressure using boosted decision trees

Gordon Lightbody, Andriy Temko, Oksana Semenova, 2019, Comput. Methods Programs Biomed..

A Method for AI-Assisted Human Interpretation of Biological Signals: Analysis of Neonatal EEG

E. Popovici, A. Temko, Sergi Gómez-Quintana, 2022 .

Neonatal seizure detection from raw multi-channel EEG using a fully convolutional architecture

Gordon Lightbody, Andriy Temko, Geraldine Boylan, 2019, Neural Networks.

Investigating the Impact of CNN Depth on Neonatal Seizure Detection Performance

Geraldine B. Boylan, Gordon Lightbody, Andriy Temko, 2018, 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Neonatal seizure detection using convolutional neural networks

Geraldine B. Boylan, Gordon Lightbody, Andriy Temko, 2017, 2017 IEEE 27th International Workshop on Machine Learning for Signal Processing (MLSP).

Analysis of a Low-Cost EEG Monitoring System and Dry Electrodes toward Clinical Use in the Neonatal ICU

Geraldine B. Boylan, Conor O'Mahony, Emanuel M. Popovici, 2019, Sensors.

Automatic segmentation for neonatal phonocardiogram

E. Popovici, A. Temko, Sergi Gómez-Quintana, 2021, 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC).

Accurate Heart Rate Monitoring During Physical Exercises Using PPG

Andriy Temko, A. Temko, 2017, IEEE Transactions on Biomedical Engineering.

Attacks on IoT: Side-Channel Power Acquisition Framework for Intrusion Detection

E. Popovici, A. Temko, Duc-Minh Ngo, 2023, Future Internet.

Comparison of electrode technologies for dry and portable EEG acquisition

Conor O'Mahony, Emanuel M. Popovici, Andriy Temko, 2017, 2017 7th IEEE International Workshop on Advances in Sensors and Interfaces (IWASI).

Estimation of heart rate from photoplethysmography during physical exercise using Wiener filtering and the phase vocoder

Andriy Temko, A. Temko, 2015, 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

EEG-based neonatal seizure detection with Support Vector Machines

G. Lightbody, A. Temko, W. Marnane, 2011, Clinical Neurophysiology.

Age-independent seizure detection

Stephen Faul, Andriy Temko, William Marnane, 2009, 2009 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

A comparison of generative and discriminative approaches in automated neonatal seizure detection

G. Lightbody, A. Temko, W. P. Marnane, 2009, 2009 IEEE International Symposium on Intelligent Signal Processing.

Predicting the neurodevelopmental outcome in newborns with hypoxic-ischaemic injury

G. Lightbody, A. Temko, W. Marnane, 2010, 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology.

A real-time and ultra-low power implementation of an AI-assisted sonification algorithm for neonatal EEG

E. Popovici, A. Temko, Sergi Gómez-Quintana, 2023, 2023 9th International Workshop on Advances in Sensors and Interfaces (IWASI).

Lightweight Anomaly Detection Framework for IoT

Andriy Temko, Sergi Gómez Quintana, George D. O’Mahony, 2020, 2020 31st Irish Signals and Systems Conference (ISSC).

HH-NIDS: Heterogeneous Hardware-Based Network Intrusion Detection Framework for IoT Security

E. Popovici, A. Temko, N. Tran, 2022, Future Internet.

Assessing instantaneous energy in the EEG: A non-negative, frequency-weighted energy operator

John M. O'Toole, Andriy Temko, Nathan J. Stevenson, 2014, 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Adaptive modelling of background EEG for robust detection of neonatal seizures

G. Lightbody, A. Temko, L. Marnane, 2012, 2012 IEEE-EMBS Conference on Biomedical Engineering and Sciences.

Temporal evolution of seizure burden for automated neonatal EEG classification

William P. Marnane, Geraldine B. Boylan, Gordon Lightbody, 2012, 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Ensembling crowdsourced seizure prediction algorithms using long‐term human intracranial EEG

Alexandre Barachant, Levin Kuhlmann, Feng Li, 2019, Epilepsia.

Gaussian mixture models for classification of neonatal seizures using EEG

G B Boylan, E M Thomas, A Temko, 2010, Physiological measurement.

PPG-based heart rate estimation using Wiener filter, phase vocoder and Viterbi decoding

Andriy Temko, A. Temko, 2017, 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Inclusion of temporal priors for automated neonatal EEG classification

Gordon Lightbody, Andriy Temko, William Marnane, 2012, Journal of neural engineering.

A Data-Driven Energy Based Estimator of EEG Channel Importance for Improved Patient-Adaptive Neonatal Seizure Detector

William P. Marnane, Geraldine B. Boylan, Gordon Lightbody, 2011 .

Bridging the Source-Target Mismatch with Pseudo Labeling for Neonatal Seizure Detection

G. Lightbody, A. Temko, Aengus Daly, 2023, 2023 31st European Signal Processing Conference (EUSIPCO).

Host-Based Intrusion Detection System for IoT using Convolutional Neural Networks

E. Popovici, A. Temko, Duc-Minh Ngo, 2022, 2022 33rd Irish Signals and Systems Conference (ISSC).

Toward a Personalized Real-Time Diagnosis in Neonatal Seizure Detection

William P. Marnane, Geraldine B. Boylan, Gordon Lightbody, 2017, IEEE Journal of Translational Engineering in Health and Medicine.

All Things Are Known By Comparison : Standardized Performance Assessment and Metrics

G. Boylan, W. Marnane, A. Temko, 2022 .

Online EEG channel weighting for detection of seizures in the neonate

William P. Marnane, Geraldine B. Boylan, Gordon Lightbody, 2011, 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

System Level Framework for Assessing the Accuracy of Neonatal EEG Acquisition

Geraldine B. Boylan, Conor O'Mahony, Emanuel M. Popovici, 2018, 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).