A Temko

Affiliations

Irish Centre for Fetal and Neonatal Translational Research, Department of Electrical and Electronic Engineering, University College Cork, Cork, Ireland.

ORCID: http://orcid.org/0000-0001-6548-0971

Publications (14)

Advancing microbiome research with machine learning: key findings from the ML4Microbiome COST action.

Frontiers in microbiology

Avec: Domenica D'Elia , Jaak Truu , Leo Lahti , Magali Berland , Georgios Papoutsoglou , Michelangelo Ceci , Aldert Zomer , Marta B Lopes , Eliana Ibrahimi , Aleksandra Gruca , Alina Nechyporenko , Marcus Frohme , Thomas Klammsteiner , Enrique Carrillo-de Santa Pau , Laura Judith Marcos-Zambrano , Karel Hron , Gianvito Pio , Andrea Simeon , Ramona Suharoschi , Isabel Moreno-Indias , Andriy Temko , Miroslava Nedyalkova , Elena-Simona Apostol , Ciprian-Octavian Truică , Rajesh Shigdel , Jasminka Hasić Telalović , Erik Bongcam-Rudloff , Piotr Przymus , Naida Babić Jordamović , Laurent Falquet , Sonia Tarazona , Alexia Sampri , Gaetano Isola , David Pérez-Serrano , Vladimir Trajkovik , Lubos Klucar , Tatjana Loncar-Turukalo , Aki S Havulinna , Christian Jansen , Randi J Bertelsen , Marcus Joakim Claesson

Ensembling crowdsourced seizure prediction algorithms using long-term human intracranial EEG.

Epilepsia

Avec: Chip Reuben , Philippa Karoly , Dean R Freestone , Andriy Temko , Alexandre Barachant , Feng Li , Gilberto Titericz , Brian W Lang , Daniel Lavery , Kelly Roman , Derek Broadhead , Gareth Jones , Qingnan Tang , Irina Ivanenko , Oleg Panichev , Timothée Proix , Michal Náhlík , Daniel B Grunberg , David B Grayden , Mark J Cook , Levin Kuhlmann

An EEG analysis framework through AI and sonification on low power IoT edge devices.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Avec: Sergi Gomez-Quintana , Grainne Cowhig , Marco Borzacchi , Alison O'Shea , Andriy Temko , Emanuel Popovici

A method for AI assisted human interpretation of neonatal EEG.

Scientific reports

Avec: Sergi Gomez-Quintana , Alison O'Shea , Andreea Factor , Emanuel Popovici , Andriy Temko

Prediction of short-term health outcomes in preterm neonates from heart-rate variability and blood pressure using boosted decision trees.

Computer methods and programs in biomedicine

Avec: Oksana Semenova , Giorgia Carra , Gordon Lightbody , Geraldine Boylan , Eugene Dempsey , Andriy Temko

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

Nature communications

Avec: F J Ryan , A M Ahern , R S Fitzgerald , E J Laserna-Mendieta , E M Power , A G Clooney , K W O'Donoghue , P J McMurdie , S Iwai , A Crits-Christoph , D Sheehan , C Moran , B Flemer , A L Zomer , A Fanning , J O'Callaghan , J Walton , A Temko , W Stack , L Jackson , S A Joyce , S Melgar , T Z DeSantis , J T Bell , F Shanahan , M J Claesson

Towards Deeper Neural Networks for Neonatal Seizure Detection.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Avec: Aengus Daly , Alison O'Shea , Gordon Lightbody , Andriy Temko

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

Nature reviews. Gastroenterology & hepatology

Avec: Giovanni Cammarota , Gianluca Ianiro , Anna Ahern , Carmine Carbone , Andriy Temko , Marcus J Claesson , Antonio Gasbarrini , Giampaolo Tortora

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

Neural networks : the official journal of the International Neural Network Society

Avec: Alison O'Shea , Gordon Lightbody , Geraldine Boylan , Andriy Temko

Machine learning approaches in microbiome research: challenges and best practices.

Frontiers in microbiology

Avec: Georgios Papoutsoglou , Sonia Tarazona , Marta B Lopes , Thomas Klammsteiner , Eliana Ibrahimi , Julia Eckenberger , Pierfrancesco Novielli , Alberto Tonda , Andrea Simeon , Rajesh Shigdel , Stéphane Béreux , Giacomo Vitali , Sabina Tangaro , Leo Lahti , Andriy Temko , Marcus J Claesson , Magali Berland

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

Sensors (Basel, Switzerland)

Avec: Mark O'Sullivan , Andriy Temko , Andrea Bocchino , Conor O'Mahony , Geraldine Boylan , Emanuel Popovici

Automatic segmentation for neonatal phonocardiogram.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Avec: Sergi Gomez-Quintana , Ihor Shelevytsky , Victoriya Shelevytska , Emanuel Popovici , Andriy Temko

A Framework for AI-Assisted Detection of Patent Ductus Arteriosus from Neonatal Phonocardiogram.

Healthcare (Basel, Switzerland)

Avec: Sergi Gómez-Quintana , Christoph E Schwarz , Ihor Shelevytsky , Victoriya Shelevytska , Oksana Semenova , Andreea Factor , Emanuel Popovici , Andriy Temko

Deep Learning for EEG Seizure Detection in Preterm Infants.

International journal of neural systems

Avec: Alison O'Shea , Rehan Ahmed , Gordon Lightbody , Elena Pavlidis , Rhodri Lloyd , Francesco Pisani , Willian Marnane , Sean Mathieson , Geraldine Boylan , Andriy Temko

Réseau de co-auteurs

Andriy Temko 13 collaborations

Alison O'Shea 5 collaborations

Emanuel Popovici 5 collaborations

Gordon Lightbody 4 collaborations

Geraldine Boylan 4 collaborations

Sergi Gomez-Quintana 3 collaborations

Leo Lahti 2 collaborations

Magali Berland 2 collaborations

Georgios Papoutsoglou 2 collaborations

Marta B Lopes 2 collaborations

Eliana Ibrahimi 2 collaborations

Thomas Klammsteiner 2 collaborations

Andrea Simeon 2 collaborations

Rajesh Shigdel 2 collaborations

Sonia Tarazona 2 collaborations

Andreea Factor 2 collaborations

Oksana Semenova 2 collaborations

Marcus J Claesson 2 collaborations

Ihor Shelevytsky 2 collaborations

Victoriya Shelevytska 2 collaborations

Domenica D'Elia 1 collaboration

Jaak Truu 1 collaboration

Michelangelo Ceci 1 collaboration

Aldert Zomer 1 collaboration

Aleksandra Gruca 1 collaboration

Alina Nechyporenko 1 collaboration

Marcus Frohme 1 collaboration

Enrique Carrillo-de Santa Pau 1 collaboration

Laura Judith Marcos-Zambrano 1 collaboration

Karel Hron 1 collaboration

Gianvito Pio 1 collaboration

Ramona Suharoschi 1 collaboration

Isabel Moreno-Indias 1 collaboration

Miroslava Nedyalkova 1 collaboration

Elena-Simona Apostol 1 collaboration

Ciprian-Octavian Truică 1 collaboration

Jasminka Hasić Telalović 1 collaboration

Erik Bongcam-Rudloff 1 collaboration

Piotr Przymus 1 collaboration

Naida Babić Jordamović 1 collaboration

Laurent Falquet 1 collaboration

Alexia Sampri 1 collaboration

Gaetano Isola 1 collaboration

David Pérez-Serrano 1 collaboration

Vladimir Trajkovik 1 collaboration

Lubos Klucar 1 collaboration

Tatjana Loncar-Turukalo 1 collaboration

Aki S Havulinna 1 collaboration

Christian Jansen 1 collaboration

Randi J Bertelsen 1 collaboration

Marcus Joakim Claesson 1 collaboration

Chip Reuben 1 collaboration

Philippa Karoly 1 collaboration

Dean R Freestone 1 collaboration

Alexandre Barachant 1 collaboration

Feng Li 1 collaboration

Gilberto Titericz 1 collaboration

Brian W Lang 1 collaboration

Daniel Lavery 1 collaboration

Kelly Roman 1 collaboration

Derek Broadhead 1 collaboration

Gareth Jones 1 collaboration

Qingnan Tang 1 collaboration

Irina Ivanenko 1 collaboration

Oleg Panichev 1 collaboration

Timothée Proix 1 collaboration

Michal Náhlík 1 collaboration

Daniel B Grunberg 1 collaboration

David B Grayden 1 collaboration

Mark J Cook 1 collaboration

Levin Kuhlmann 1 collaboration

Grainne Cowhig 1 collaboration

Marco Borzacchi 1 collaboration

Giorgia Carra 1 collaboration

Eugene Dempsey 1 collaboration

F J Ryan 1 collaboration

A M Ahern 1 collaboration

R S Fitzgerald 1 collaboration

E J Laserna-Mendieta 1 collaboration

E M Power 1 collaboration

A G Clooney 1 collaboration

K W O'Donoghue 1 collaboration

P J McMurdie 1 collaboration

S Iwai 1 collaboration

A Crits-Christoph 1 collaboration

D Sheehan 1 collaboration

C Moran 1 collaboration

B Flemer 1 collaboration

A L Zomer 1 collaboration

A Fanning 1 collaboration

J O'Callaghan 1 collaboration

J Walton 1 collaboration

W Stack 1 collaboration

L Jackson 1 collaboration

S A Joyce 1 collaboration

S Melgar 1 collaboration

T Z DeSantis 1 collaboration

J T Bell 1 collaboration

F Shanahan 1 collaboration

M J Claesson 1 collaboration

Aengus Daly 1 collaboration

Giovanni Cammarota 1 collaboration

Gianluca Ianiro 1 collaboration

Anna Ahern 1 collaboration

Carmine Carbone 1 collaboration

Antonio Gasbarrini 1 collaboration

Giampaolo Tortora 1 collaboration

Julia Eckenberger 1 collaboration

Pierfrancesco Novielli 1 collaboration

Alberto Tonda 1 collaboration

Stéphane Béreux 1 collaboration

Giacomo Vitali 1 collaboration

Sabina Tangaro 1 collaboration

Mark O'Sullivan 1 collaboration

Andrea Bocchino 1 collaboration

Conor O'Mahony 1 collaboration

Sergi Gómez-Quintana 1 collaboration

Christoph E Schwarz 1 collaboration

Rehan Ahmed 1 collaboration

Elena Pavlidis 1 collaboration

Rhodri Lloyd 1 collaboration

Francesco Pisani 1 collaboration

Willian Marnane 1 collaboration

Sean Mathieson 1 collaboration