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
Emanuel M. PopoviciElectrical and Electronic Engineering, University College Cork, IrelandVerified email at ucc.ie
Eoin ThomasAmadeus ITVerified email at amadeus.com
Alison O'SheaAssistant Lecturer Computer Science, Munster Technological UniversityVerified email at mtu.ie
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
Andrew Patrick AllenResearch Fellow, Trinity College DublinVerified email at tcd.ie
Rehan AhmedQualcommVerified email at qti.qualcomm.com
Dr. Mark O'SullivanNeuroBell | INFANT Centre, University College CorkVerified email at ucc.ie
John M. O' TooleINFANT: Irish Centre for Fetal and Neonatal Translational Research, University College CorkVerified email at ucc.ie
Marcus ClaessonAssociate Professor, University College Cork & APC Microbiome IrelandVerified email at ucc.ie
Rainer StiefelhagenKarlsruhe Institute of Technology, Karlsruhe, GermanyVerified email at kit.edu
Deirdre MMurrayProfessor of Paediatrics, Dept of Paediatrics and Child Health, UCCVerified 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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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	508	2016
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	380	2011
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	361	2017
Accurate wearable heart rate monitoring during physical exercises using PPG A Temko IEEE Transactions on Biomedical Engineering 64 (9), 2016-2024, 2017	264	2017
Gut microbiome, big data and machine learning to promote precision medicine for cancer G Cammarota, G Ianiro, A Ahern, C Carbone, A Temko, MJ Claesson, ... Nature reviews gastroenterology & hepatology 17 (10), 635-648, 2020	236	2020
Applications of machine learning in human microbiome studies: a review on feature selection, biomarker identification, disease prediction and treatment LJ Marcos-Zambrano, K Karaduzovic-Hadziabdic, T Loncar Turukalo, ... Frontiers in microbiology 12, 634511, 2021	235	2021
Acoustic Event Detection and Classification A Temko PhD Thesis, 2007	231*	2007
Colonic microbiota is associated with inflammation and host epigenomic alterations in inflammatory bowel disease FJ Ryan, AM Ahern, RS Fitzgerald, EJ Laserna-Mendieta, EM Power, ... Nature communications 11 (1), 1512, 2020	226	2020
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	197	2007
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	190	2018
Classification of acoustic events using SVM-based clustering schemes A Temko, C Nadeu Pattern Recognition 39 (4), 682-694, 2006	154	2006
Acoustic event detection in meeting-room environments A Temko, C Nadeu Pattern Recognition Letters 30 (14), 1281-1288, 2009	134	2009
Neonatal seizure detection from raw multi-channel EEG using a fully convolutional architecture A O’Shea, G Lightbody, G Boylan, A Temko Neural Networks 123, 2020	128	2020
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	128	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	83	2006
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	81	2009
Robust Neonatal EEG Seizure Detection Through Adaptive Background Modelling A Temko, G Boylan, W Marnane, G Lightbody International Journal of Neural Systems, 2013	79	2013
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	78	2013
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	78*	2008
Assessing instantaneous energy in the EEG: a non-negative, frequency-weighted energy operator JM O'Toole, A Temko, N Stevenson 2014 36th Annual international conference of the IEEE Engineering in …, 2014	76	2014

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