Andriy Temko

Andriy Temko (M’05–SM’12) received the Engineering degree in Computer Science in 2002 from Dnipropetrovsk National University, Dnipro, Ukraine and the PhD degree in Telecommunication in 2008 from Universitat Politècnica de Catalunya, Barcelona, Spain. Since late 2008 he has been with the Irish Centre for Fetal and Neonatal Translational Research University College Cork, Ireland. He developed and patented a novel cutting-edge neonatal seizure detection system which has completed European multi-centre clinical trial towards its regulatory approval and clinical adoption. In 2017 he was named as winner of the Kaggle challenge, and a $10,000 first prize, for his work in predicting seizures in the human brain through long-term EEG recordings, organized by National Institute of Health, American Epilepsy Society and Melbourne University. His research interests include acoustic and physiological signal processing, clinical decision support tools, and applications of machine learning for signal processing.

Associated articles

JTEHM, Articles, Published Articles
Towards a Personalized Real-Time Diagnosis in Neonatal Seizure Detection
      The problem of creating a personalized seizure detection algorithm for newborns is tackled in this paper. A probabilistic framework for semi-supervised adaptation of a generic patient-independent neonatal seizure detector is proposed. A system that is based on a combination of... Read more