Publications by authors named "Andriy Temko"

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Host-microbe multi-omics and succinotype profiling have prognostic value for future relapse in patients with inflammatory bowel disease.
Jill O'Sullivan, Shriram Patel, Gabriel E Leventhal, Rachel S Fitzgerald, Emilio J Laserna-Mendieta, Andriy Temko

Gut Microbes· December 2025

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Combining mucosal microbiome and host multi-omics data shows prognostic potential in paediatric ulcerative colitis.
Maria Kulecka, Jill O'Sullivan, Rachel Fitzgerald, Ana Velikonja, Chloe E Huseyin, Andriy Temko

Nat Commun· August 2025

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Efficient Edge AI for Neonatal Care: Implementing HIE Grading on Snapdragon Edge Device.
Leah Twomey, Sergi Gomez-Quintana, Andriy Temko, Emanuel Popovici

Annu Int Conf IEEE Eng Med Biol Soc· July 2025

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Long-Term Neonatal EEG Modeling with DSP and ML for Grading Hypoxic-Ischemic Encephalopathy Injury.
Leah Twomey, Sergi Gomez, Emanuel Popovici, Andriy Temko

Sensors (Basel)· May 2025

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Analysis of the impact of deep learning know-how and data in modelling neonatal EEG.
Aengus Daly, Gordon Lightbody, Andriy Temko

Sci Rep· November 2024

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Towards a Wearable, High Precision, Multi-Functional Stethoscope.
Declan Duggan, Volodymyr Sarana, Andreea Factor, Viktoriya Shelevytska, Andriy Temko

Annu Int Conf IEEE Eng Med Biol Soc· July 2024

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Machine learning approaches in microbiome research: challenges and best practices.
Georgios Papoutsoglou, Sonia Tarazona, Marta B Lopes, Thomas Klammsteiner, Eliana Ibrahimi, Andriy Temko

Front Microbiol· September 2023

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Advancing microbiome research with machine learning: key findings from the ML4Microbiome COST action.
Domenica D'Elia, Jaak Truu, Leo Lahti, Magali Berland, Georgios Papoutsoglou, Andriy Temko

Front Microbiol· September 2023

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A method for AI assisted human interpretation of neonatal EEG.
Sergi Gomez-Quintana, Alison O'Shea, Andreea Factor, Emanuel Popovici, Andriy Temko

Sci Rep· June 2022

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Automatic segmentation for neonatal phonocardiogram.
Sergi Gomez-Quintana, Ihor Shelevytsky, Victoriya Shelevytska, Emanuel Popovici, Andriy Temko

Annu Int Conf IEEE Eng Med Biol Soc· November 2021

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An EEG analysis framework through AI and sonification on low power IoT edge devices.
Sergi Gomez-Quintana, Grainne Cowhig, Marco Borzacchi, Alison O'Shea, Andriy Temko

Annu Int Conf IEEE Eng Med Biol Soc· November 2021

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Towards Deeper Neural Networks for Neonatal Seizure Detection.
Aengus Daly, Alison O'Shea, Gordon Lightbody, Andriy Temko

Annu Int Conf IEEE Eng Med Biol Soc· November 2021

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Deep Learning for EEG Seizure Detection in Preterm Infants.
Alison O'Shea, Rehan Ahmed, Gordon Lightbody, Elena Pavlidis, Rhodri Lloyd, Andriy Temko

Int J Neural Syst· August 2021

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A Framework for AI-Assisted Detection of Patent Ductus Arteriosus from Neonatal Phonocardiogram.
Sergi Gómez-Quintana, Christoph E Schwarz, Ihor Shelevytsky, Victoriya Shelevytska, Oksana Semenova, Andriy Temko

Healthcare (Basel)· February 2021

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Gut microbiome, big data and machine learning to promote precision medicine for cancer.
Giovanni Cammarota, Gianluca Ianiro, Anna Ahern, Carmine Carbone, Andriy Temko

Nat Rev Gastroenterol Hepatol· October 2020

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Neonatal seizure detection from raw multi-channel EEG using a fully convolutional architecture.
Alison O'Shea, Gordon Lightbody, Geraldine Boylan, Andriy Temko

Neural Netw· March 2020

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Ensembling crowdsourced seizure prediction algorithms using long-term human intracranial EEG.
Chip Reuben, Philippa Karoly, Dean R Freestone, Andriy Temko, Alexandre Barachant

Epilepsia· February 2020

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Prediction of short-term health outcomes in preterm neonates from heart-rate variability and blood pressure using boosted decision trees.
Oksana Semenova, Giorgia Carra, Gordon Lightbody, Geraldine Boylan, Eugene Dempsey, Andriy Temko

Comput Methods Programs Biomed· October 2019

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Analysis of a Low-Cost EEG Monitoring System and Dry Electrodes toward Clinical Use in the Neonatal ICU.
Mark O'Sullivan, Andriy Temko, Andrea Bocchino, Conor O'Mahony, Geraldine Boylan

Sensors (Basel)· June 2019

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Coupling between mean blood pressure and EEG in preterm neonates is associated with reduced illness severity scores.
Oksana Semenova, Gordon Lightbody, John M O'Toole, Geraldine Boylan, Eugene Dempsey, Andriy Temko

PLoS One· December 2018

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Epilepsyecosystem.org: crowd-sourcing reproducible seizure prediction with long-term human intracranial EEG.
Levin Kuhlmann, Philippa Karoly, Dean R Freestone, Benjamin H Brinkmann, Andriy Temko

Brain· September 2018

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System Level Framework for Assessing the Accuracy of Neonatal EEG Acquisition.
Mark O'Sullivan, Emanuel Popovici, Andrea Bocchino, Conor O'Mahony, Geraldine Boylan, Andriy Temko

Annu Int Conf IEEE Eng Med Biol Soc· July 2018

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Neonatal EEG Interpretation and Decision Support Framework for Mobile Platforms.
Mark O'Sullivan, Sergi Gomez, Alison O'Shea, Eduard Salgado, Kevin Huillca, Andriy Temko

Annu Int Conf IEEE Eng Med Biol Soc· July 2018

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Heart Rate Variability during Periods of Low Blood Pressure as a Predictor of Short-Term Outcome in Preterms.
Oksana Semenova, Giorgia Carra, Gordon Lightbody, Geraldine Boylan, Eugene Dempsey, Andriy Temko

Annu Int Conf IEEE Eng Med Biol Soc· July 2018

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Investigating the Impact of CNN Depth on Neonatal Seizure Detection Performance.
Alison OrShea, Gordon Lightbody, Geraldine Boylan, Andriy Temko

Annu Int Conf IEEE Eng Med Biol Soc· July 2018

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