List of works - Andriy Temko

A Gaussian mixture model based statistical classification system for neonatal seizure detection

Accurate Heart Rate Monitoring During Physical Exercises Using PPG.

scientific article published in March 2017

Adaptive modelling of background EEG for robust detection of neonatal seizures

Advances in Automated Neonatal Seizure Detection

Age-independent seizure detection

scientific article published in January 2009

An SVM-based system and its performance for detection of seizures in neonates

scientific article published in January 2009

An automated system for grading EEG abnormality in term neonates with hypoxic-ischaemic encephalopathy

scientific article published on 4 December 2012

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

scientific article published on 11 June 2019

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

scientific article published in January 2014

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

scientific article published in August 2015

Automated detection of perturbed cardiac physiology during oral food allergen challenge in children.

scientific article

Automatic detection of artifact in neonatal ECG

article published in 2015

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

scientific article

Classification of hypoxic-ischemic encephalopathy using long term heart rate variability based features

scientific article published in August 2015

Clinical implementation of a neonatal seizure detection algorithm

scientific article

Colonic microbiota is associated with inflammation and host epigenomic alterations in inflammatory bowel disease

scientific article published on 23 March 2020

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

scientific article published on 22 June 2018

Detecting Neonatal Seizures With Computer Algorithms

scientific article

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

scientific article published in August 2015

Discriminative and generative classification techniques applied to automated neonatal seizure detection

scientific article published in March 2013

Dynamic time warping based neonatal seizure detection system

scientific article published in January 2012

EEG in the healthy term newborn within 12 hours of birth

scientific article published on 8 May 2009

EEG signal description with spectral-envelope-based speech recognition features for detection of neonatal seizures

scientific article

EEG ‘diarization’ for the description of neonatal brain injuries

EEG-based neonatal seizure detection with Support Vector Machines

scientific article

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

scientific article published on 01 September 2018

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

scientific article published in August 2015

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

scientific article published on 26 January 2017

Grading brain injury in neonatal EEG using SVM and supervector kernel

article published in 2014

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

scientific article published on 3 June 2015

Gut microbiome, big data and machine learning to promote precision medicine for cancer

scientific article published on 09 July 2020

Heart Rate Variability during Periods of Low Blood Pressure as a Predictor of Short-Term Outcome in Preterms

scientific article published on 01 July 2018

Heart rate based automatic seizure detection in the newborn.

scientific article published in July 2010

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

scientific article published on 21 February 2016

Inclusion of temporal priors for automated neonatal EEG classification

scientific article

Instantaneous measure of EEG channel importance for improved patient-adaptive neonatal seizure detection

scientific article

Investigating the Impact of CNN Depth on Neonatal Seizure Detection Performance

scientific article published on 01 July 2018

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

scientific article published on 16 November 2016

Modelling interactions between blood pressure and brain activity in preterm neonates.

scientific article published in July 2017

Modulation frequency analysis of seizures in neonatal EEG

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

scientific article published on 10 June 2015

Neonatal EEG Interpretation and Decision Support Framework for Mobile Platforms

scientific article published on 01 July 2018

Neonatal EEG audification for seizure detection

scientific article published in January 2014

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

scientific article published on 30 November 2019

Online EEG channel weighting for detection of seizures in the neonate ⬇️

scientific article published on January 1, 2011

Parallel artefact rejection for epileptiform activity detection in routine EEG.

scientific article published in January 2011

Performance assessment for EEG-based neonatal seizure detectors

scientific article published on 15 August 2010

Portable neonatal EEG monitoring and sonification on an Android device

scientific article published in July 2017

Robust neonatal EEG seizure detection through adaptive background modeling

scientific article

SVM detection of epileptiform activity in routine EEG

scientific article published on 01 January 2010

Speech recognition features for EEG signal description in detection of neonatal seizures

scientific article published on January 1, 2010

System Level Framework for Assessing the Accuracy of Neonatal EEG Acquisition

scientific article published on 01 July 2018

Temporal evolution of seizure burden for automated neonatal EEG classification

scientific article published in January 2012

Toward a Personalized Real-Time Diagnosis in Neonatal Seizure Detection

scientific article published on 11 September 2017

Validation of an automated seizure detection algorithm for term neonates

scientific article published on 9 May 2015

List of works by Andriy Temko

A Gaussian mixture model based statistical classification system for neonatal seizure detection

Accurate Heart Rate Monitoring During Physical Exercises Using PPG.

Adaptive modelling of background EEG for robust detection of neonatal seizures

Advances in Automated Neonatal Seizure Detection

Age-independent seizure detection

An SVM-based system and its performance for detection of seizures in neonates

An automated system for grading EEG abnormality in term neonates with hypoxic-ischaemic encephalopathy

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

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

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

Automated detection of perturbed cardiac physiology during oral food allergen challenge in children.

Automatic detection of artifact in neonatal ECG

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

Classification of hypoxic-ischemic encephalopathy using long term heart rate variability based features

Clinical implementation of a neonatal seizure detection algorithm

Colonic microbiota is associated with inflammation and host epigenomic alterations in inflammatory bowel disease

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

Detecting Neonatal Seizures With Computer Algorithms

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

Discriminative and generative classification techniques applied to automated neonatal seizure detection

Dynamic time warping based neonatal seizure detection system

EEG in the healthy term newborn within 12 hours of birth

EEG signal description with spectral-envelope-based speech recognition features for detection of neonatal seizures

EEG ‘diarization’ for the description of neonatal brain injuries

EEG-based neonatal seizure detection with Support Vector Machines

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

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

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

Grading brain injury in neonatal EEG using SVM and supervector kernel

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

Gut microbiome, big data and machine learning to promote precision medicine for cancer

Heart Rate Variability during Periods of Low Blood Pressure as a Predictor of Short-Term Outcome in Preterms

Heart rate based automatic seizure detection in the newborn.

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

Inclusion of temporal priors for automated neonatal EEG classification

Instantaneous measure of EEG channel importance for improved patient-adaptive neonatal seizure detection

Investigating the Impact of CNN Depth on Neonatal Seizure Detection Performance

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

Modelling interactions between blood pressure and brain activity in preterm neonates.

Modulation frequency analysis of seizures in neonatal EEG

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

Neonatal EEG Interpretation and Decision Support Framework for Mobile Platforms

Neonatal EEG audification for seizure detection

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

Online EEG channel weighting for detection of seizures in the neonate ⬇️

Parallel artefact rejection for epileptiform activity detection in routine EEG.

Performance assessment for EEG-based neonatal seizure detectors

Portable neonatal EEG monitoring and sonification on an Android device

Robust neonatal EEG seizure detection through adaptive background modeling

SVM detection of epileptiform activity in routine EEG

Speech recognition features for EEG signal description in detection of neonatal seizures

System Level Framework for Assessing the Accuracy of Neonatal EEG Acquisition

Temporal evolution of seizure burden for automated neonatal EEG classification

Toward a Personalized Real-Time Diagnosis in Neonatal Seizure Detection

Validation of an automated seizure detection algorithm for term neonates