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Andriy Temko

Department of Electrical and Electronic Engineering

35H-index
139Paper Count
5.3KCitation Count
Published Papers 37
Publication Date
Combining mucosal microbiome and host multi-omics data shows prognostic potential in paediatric ulcerative colitis
err2025-08-04
err0
errOAAI
errMaria Kulecka; Jill O’Sullivan; Rachel Fitzgerald; Ana Velikonja; Chloe E. Huseyin; Emilio J. Laserna-Mendieta; Patricia Ruiz-Limón; Julia Eckenberger; Miriam Vidal-Marín; Bastian-Alexander Truppel; Raminder Singh; Sandhia Naik; Nicholas M. Croft; Andriy Temko; Aldert Zomer; John MacSharry; Silvia Melgar; Protima Deb; Ian R. Sanderson; Marcus J. Claesson
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Long-Term Neonatal EEG Modeling with DSP and ML for Grading Hypoxic-Ischemic Encephalopathy Injury
errSENSORS
IF3.5
err2025-05-10
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errOAAI
errTwomey, Leah; Gomez, Sergi; Popovici, Emanuel; Temko, Andriy
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Host-microbe multi-omics and succinotype profiling have prognostic value for future relapse in patients with inflammatory bowel disease
err2025-01-15
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errOAAI
errJill O’Sullivan; Shriram Patel; Gabriel E. Leventhal; Rachel S. Fitzgerald; Emilio J. Laserna-Mendieta; Chloe E. Huseyin; Nina Konstantinidou; Erica Rutherford; Aonghus Lavelle; Karim Dabbagh; Todd Z. DeSantis; Fergus Shanahan; Andriy Temko; Shoko Iwai; Marcus J. Claesson
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Machine Learning for FPGA Electronic Design Automation
err2024-01-01
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errOAAI
errBiscontini, Armando; Popovici, E.; Temko, A.
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Low-Power Real-Time Seizure Monitoring Using AI-Assisted Sonification of Neonatal EEG
err2024-01-01
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errOAAI
errNguyen, Tien; Daly, Aengus; Gomez-Quintana, Sergi; O'Sullivan, Feargal; Temko, Andriy; Popovici, Emanuel
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A Scalable Security Approach in IoT Networks: Smart Contracts and Anomaly-Based IDS for Gateways Using Hardware Accelerators
err2024-01-01
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errOAAI
errNgo, Duc-Minh; Lightbody, Dominic; Temko, Andriy; Murphy, Colin C.; Popovici, Emanuel
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Advancing microbiome research with machine learning: key findings from the ML4Microbiome COST action
err2023-09-25
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errOAAI
errD'Elia, Domenica; Truu, Jaak; Lahti, Leo; Berland, Magali; Papoutsoglou, Georgios; Ceci, Michelangelo; Zomer, Aldert; Lopes, Marta B.; Ibrahimi, Eliana; Gruca, Aleksandra; Nechyporenko, Alina; Frohme, Marcus; Klammsteiner, Thomas; Pau, Enrique Carrillo-de Santa; Marcos-Zambrano, Laura Judith; Hron, Karel; Pio, Gianvito; Simeon, Andrea; Suharoschi, Ramona; Moreno-Indias, Isabel; Temko, Andriy; Nedyalkova, Miroslava; Apostol, Elena-Simona; Truica, Ciprian-Octavian; Shigdel, Rajesh; Telalovic, Jasminka Hasic; Bongcam-Rudloff, Erik; Przymus, Piotr; Jordamovic, Naida Babic; Falquet, Laurent; Tarazona, Sonia; Sampri, Alexia; Isola, Gaetano; Perez-Serrano, David; Trajkovik, Vladimir; Klucar, Lubos; Loncar-Turukalo, Tatjana; Havulinna, Aki S.; Jansen, Christian; Bertelsen, Randi J.; Claesson, Marcus Joakim
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Machine learning approaches in microbiome research: challenges and best practices
err2023-09-22
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errOAAI
errPapoutsoglou, Georgios; Tarazona, Sonia; Lopes, Marta B.; Klammsteiner, Thomas; Ibrahimi, Eliana; Eckenberger, Julia; Novielli, Pierfrancesco; Tonda, Alberto; Simeon, Andrea; Shigdel, Rajesh; Bereux, Stephane; Vitali, Giacomo; Tangaro, Sabina; Lahti, Leo; Temko, Andriy; Claesson, Marcus J.; Berland, Magali
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A real-time and ultra-low power implementation of an AI-assisted sonification algorithm for neonatal EEG
err2023-06-08
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PREAI
errNguyen, Tien Van; Daly, Aengus; O'Sullivan, Feargal; Quintana, Sergi Gomez; Temko, Andriy; Popovici, Emanuel
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A method for AI assisted human interpretation of neonatal EEG
err2022-06-29
err15
errOAAI
errGomez-Quintana, Sergi; O'Shea, Alison; Factor, Andreea; Popovici, Emanuel; Temko, Andriy
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Deep Learning for EEG Seizure Detection in Preterm Infants
err2021-01-30
err36
errOAAI
errO'Shea, Alison; Ahmed, Rehan; Lightbody, Gordon; Pavlidis, Elena; Lloyd, Rhodri; Pisani, Francesco; Marnane, Willian; Mathieson, Sean; Boylan, Geraldine; Temko, Andriy
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Gut microbiome, big data and machine learning to promote precision medicine for cancer
err2020-07-09
err187
PREAI
errCammarota, Giovanni; Ianiro, Gianluca; Ahern, Anna; Carbone, Carmine; Temko, Andriy; Claesson, Marcus J.; Gasbarrini, Antonio; Tortora, Giampaolo
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Colonic microbiota is associated with inflammation and host epigenomic alterations in inflammatory bowel disease
err2020-03-23
err193
errOAAI
errRyan, F. J.; Ahern, A. M.; Fitzgerald, R. S.; Laserna-Mendieta, E. J.; Power, E. M.; Clooney, A. G.; O'Donoghue, K. W.; McMurdie, P. J.; Iwai, S.; Crits-Christoph, A.; Sheehan, D.; Moran, C.; Flemer, B.; Zomer, A. L.; Fanning, A.; O'Callaghan, J.; Walton, J.; Temko, A.; Stack, W.; Jackson, L.; Joyce, S. A.; Melgar, S.; DeSantis, T. Z.; Bell, J. T.; Shanahan, F.; Claesson, M. J.
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Neonatal seizure detection from raw multi-channel EEG using a fully convolutional architecture
err2020-03-01
err103
errOAAI
errO'Shea, Alison; Lightbody, Gordon; Boylan, Geraldine; Temko, Andriy
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Ensembling crowdsourced seizure prediction algorithms using long-term human intracranial EEG
err2019-12-28
err19
errOAAI
errReuben, Chip; Karoly, Philippa; Freestone, Dean R.; Temko, Andriy; Barachant, Alexandre; Li, Feng; Titericz, Gilberto; Lang, Brian W.; Lavery, Daniel; Roman, Kelly; Broadhead, Derek; Jones, Gareth; Tang, Qingnan; Ivanenko, Irina; Panichev, Oleg; Proix, Timothee; Nahlik, Michal; Grunberg, Daniel B.; Grayden, David B.; Cook, Mark J.; Kuhlmann, Levin
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Prediction of short-term health outcomes in preterm neonates from heart-rate variability and blood pressure using boosted decision trees
err2019-10-01
err11
errOAAI
errSemenova, Oksana; Carra, Giorgia; Lightbody, Gordon; Boylan, Geraldine; Dempsey, Eugene; Temko, Andriy
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Analysis of a Low-Cost EEG Monitoring System and Dry Electrodes toward Clinical Use in the Neonatal ICU
errSENSORS
IF3.5
err2019-06-11
err36
errOAAI
errO'Sullivan, Mark; Temko, Andriy; Bocchino, Andrea; O'Mahony, Conor; Boylan, Geraldine; Popovici, Emanuel
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Epilepsyecosystem.org: crowd-sourcing reproducible seizure prediction with long-term human intracranial EEG
errBRAIN
IF11.7
err2018-08-08
err140
errOAAI
errKuhlmann, Levin; Karoly, Philippa; Freestone, Dean R.; Brinkmann, Benjamin H.; Temko, Andriy; Barachant, Alexandre; Li, Feng; Titericz, Gilberto, Jr.; Lang, Brian W.; Lavery, Daniel; Roman, Kelly; Broadhead, Derek; Dobson, Scott; Jones, Gareth; Tang, Qingnan; Ivanenko, Irina; Panichev, Oleg; Proix, Timothee; Nahlik, Michal; Grunberg, Daniel B.; Reuben, Chip; Worrell, Gregory; Litt, Brian; Liley, David T. J.; Grayden, David B.; Cook, Mark J.
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Exploring temporal information in neonatal seizures using a dynamic time warping based SVM kernel
err2017-03-01
err26
errOAAI
errAhmed, Rehan; Temko, Andriy; Marnane, William P.; Boylan, Geraldine; Lightbody, Gordon
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