Andriy Temko

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Geraldine B. BoylanProfessor of Neonatal Physiology, University College Cork, IrelandVerified email at ucc.ie
Gordon LightbodySenior Lecturer University College CorkVerified email at ucc.ie
William MarnaneDepartment of Electrical & Electronic Engineering , University College CorkVerified email at ucc.ie
Climent NadeuTALP Research Center - Dept. TSC, Universitat Politècnica de CatalunyaVerified email at upc.edu
eoin thomasAmadeus ITVerified email at amadeus.com
Paul J KennedyNSFT, UEA,UCC, APCVerified email at umail.ucc.ie
Timothy DinanAPC Microbiome Ireland, University College CorkVerified email at ucc.ie
John CryanUniversity College Cork, IrelandVerified email at ucc.ie
Gerard ClarkeDepartment of Psychiatry and Neurobehavioural Science, University College CorkVerified email at ucc.ie
Eileen MurphyAlimentary HealthVerified email at ahealth.ie
Nathan J. StevensonQIMR BerghoferVerified email at qimrberghofer.edu.au
Emanuel M. PopoviciElectrical and Electronic Engineering/INSIGHT/MAREI, University College Cork, IrelandVerified email at ucc.ie
Maurizio OmologoPrincipal Applied Scientist, Amazon Alexa, Italy and USAVerified email at fbk.eu
Andrew Patrick AllenResearch Fellow, Trinity College DublinVerified email at tcd.ie
Rehan AhmedQualcommVerified email at qti.qualcomm.com
Mark O'SullivanInfant Research Centre, University College CorkVerified email at umail.ucc.ie
Irina KorotchikovaClinical Lecturer, School of Medicine, University College CorkVerified email at ucc.ie
Rainer StiefelhagenKarlsruhe Institute of Technology, Karlsruhe, GermanyVerified email at kit.edu
Deirdre MMurrayAssociate Professor, Dept of Paediatrics and Child Health, UCCVerified email at ucc.ie
John M. O' TooleINFANT: Irish Centre for Fetal and Neonatal Translational Research, University College CorkVerified email at ucc.ie

Andriy Temko

Director, Engineering, Qualcomm; Adjunct Professor of Machine Learning, University College Cork

Verified email at qti.qualcomm.com

Machine Learning Signal Processing


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EEG-based neonatal seizure detection with Support Vector Machines A Temko, E Thomas, W Marnane, G Lightbody, G Boylan Clinical Neurophysiology 122 (3), 464-473, 2011	289	2011
Bifidobacterium longum 1714 as a translational psychobiotic: modulation of stress, electrophysiology and neurocognition in healthy volunteers AP Allen, W Hutch, YE Borre, PJ Kennedy, A Temko, G Boylan, E Murphy, ... Translational psychiatry 6 (11), e939-e939, 2016	270	2016
Lost in translation? The potential psychobiotic Lactobacillus rhamnosus (JB-1) fails to modulate stress or cognitive performance in healthy male subjects JR Kelly, AP Allen, A Temko, W Hutch, PJ Kennedy, N Farid, E Murphy, ... Brain, Behavior, and Immunity, 2017	212	2017
CLEAR evaluation of acoustic event detection and classification systems A Temko, R Malkin, C Zieger, D Macho, C Nadeu, M Omologo Multimodal Technologies for Perception of Humans, 311-322, 2007	183	2007
Acoustic event detection and classification A Temko, C Nadeu, D Macho, R Malkin, C Zieger, M Omologo Computers in the human interaction loop, 61-73, 2009	176*	2009
Classification of acoustic events using SVM-based clustering schemes A Temko, C Nadeu Pattern Recognition 39 (4), 682-694, 2006	138	2006
Accurate wearable heart rate monitoring during physical exercises using PPG A Temko IEEE Transactions on Biomedical Engineering 64 (9), 2016-2024, 2017	125	2017
Acoustic event detection in meeting-room environments A Temko, C Nadeu Pattern Recognition Letters 30 (14), 1281-1288, 2009	118	2009
Acoustic Event Detection and Classification A Temko PhD Thesis, 2007	106	2007
Performance assessment for EEG-based neonatal seizure detectors A Temko, E Thomas, W Marnane, G Lightbody, GB Boylan Clinical Neurophysiology 122 (3), 474-482, 2011	92	2011
Acoustic event detection and classification in smart-room environments: Evaluation of CHIL project systems A Temko, R Malkin, C Zieger, D Macho, C Nadeu, M Omologo The IV Biennial Workshop on Speech Technology, Zaragoza, 2006	75	2006
Epilepsyecosystem. org: crowd-sourcing reproducible seizure prediction with long-term human intracranial EEG L Kuhlmann, P Karoly, DR Freestone, BH Brinkmann, A Temko, ... Brain 141 (9), 2619-2630, 2018	72	2018
Acoustic event detection: SVM-based system and evaluation setup in CLEAR’07 A Temko, C Nadeu, JI Biel Multimodal Technologies for Perception of Humans, 354-363, 2008	68*	2008
Fuzzy integral based information fusion for classification of highly confusable non-speech sounds A Temko, D Macho, C Nadeu Pattern Recognition 41 (5), 1814-1823, 2008	64	2008
Robust Neonatal EEG Seizure Detection Through Adaptive Background Modelling A Temko, G Boylan, W Marnane, G Lightbody International Journal of Neural Systems, 2013	62	2013
EEG in the healthy term newborn within 12hours of birth I Korotchikova, S Connolly, CA Ryan, DM Murray, A Temko, BR Greene, ... Clinical Neurophysiology 120 (6), 1046-1053, 2009	62	2009
An Automated System for Grading EEG Abnormality in Term Neonates with Hypoxic-Ischaemic Encephalopathy NJ Stevenson, I Korotchikova, A Temko, G Lightbody, WP Marnane, ... Annals of Biomedical Engineering 41 (4), 775-785, 2013	49	2013
Classification of meeting-room acoustic events with support vector machines and variable-feature-set clustering A Temko, C Nadeu Acoustics, Speech, and Signal Processing, 2005. Proceedings.(ICASSP'05 …, 2005	49*	2005
Validation of an automated seizure detection algorithm for term neonates SR Mathieson, NJ Stevenson, E Low, WP Marnane, JM Rennie, A Temko, ... Clinical Neurophysiology 127 (1), 156-168, 2016	48	2016
An SVM-based system and its performance for detection of seizures in neonates A Temko, E Thomas, G Boylan, W Marnane, G Lightbody Engineering in Medicine and Biology Society, 2009. EMBC 2009. Annual …, 2009	47	2009

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