Hannes Perko

Austrian Institute of Technology — Austria

Neuroscience · Life Sciences

8h-index303citations22works0.02yr avg
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Research Topics

EEG and Brain-Computer Interfaces(19), Neural dynamics and brain function(6), Blind Source Separation Techniques(6), Epilepsy research and treatment(5), ECG Monitoring and Analysis(5)

Publications22 total

N°26 – Accurate identification of EEG recordings with interictal epileptiform discharges using a hybrid approach: Artificial intelligence supervised by human experts
Clinical Neurophysiology·2023
Seizure detection with deep neural networks for review of two‐channel electroencephalogram
Epilepsia·2022· 22 citedOpen Access
Accurate identification of EEG recordings with interictal epileptiform discharges using a hybrid approach: Artificial intelligence supervised by human experts
Epilepsia·2022· 57 citedOpen Access
Deep learning for estimation of functional brain maturation from EEG of premature neonates
2020· 10 cited
F08. Automatic spike detection in intracerebral depth electrode recordings
Clinical Neurophysiology·2018· 2 cited
Automatic ictal onset source localization in presurgical epilepsy evaluation
Clinical Neurophysiology·2018· 17 cited
Real-Time Neuroimaging for Rehabilitation of Stroke Patients
World Academy of Science, Engineering and Technology, International Journal of Medical and Health Sciences·2017
A Comparison of Rule-Based and Machine Learning Methods for Classification of Spikes in EEG
Journal of Communications·2017· 16 cited
A Comparison of Rule-Based and Machine Learning Methods for Classification of Spikes in EEG
Journal of Communications·2017· 3 cited
Prospective multi-center study of an automatic online seizure detection system for epilepsy monitoring units
Clinical Neurophysiology·2014· 103 cited
High density wireless EEG prototype: Design and evaluation against reference equipment
2014· 2 cited
Precise detection of epileptic spikes in the EEG
Journal of the Neurological Sciences·2013
Computational EEG analysis for critically ill patients based on the standardized terminology of the ACNS
Journal of the Neurological Sciences·2013
Spatial correlation based artifact detection for automatic seizure detection in EEG
2013· 3 cited
EEG Artifact Detection Using Spatial Distribution of Rhythmicity
APCBEE Procedia·2013· 2 citedOpen Access
Combining time series and frequency domain analysis for a automatic seizure detection
2012· 15 cited
Automatic seizure detection based on the activity of a set of current dipoles: First steps
2012
Automatic detection of the seizure onset zone based on ictal EEG
2011· 6 cited
EpiScan: Online seizure detection for epilepsy monitoring units
2011· 37 cited
A Comparison of Two Synchronization Measures for Neural Data
World Congress on Medical Physics and Biomedical Engineering, September 7 - 12, 2009, Munich, Germany·2009
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Frequent Co-authors

Tilmann Kluge(19), M. Hartmann(17), Franz Fürbass(15), G. Gritsch(13), A.M. Skupch(8), Christoph Baumgartner(7), Pauly Ossenblok(4), G. Lindinger(3), Ekaterina Pataraia(3), Johannes Koren(3), P. Dollfuß(3), Albert Colon(2), Mustafa Aykut Kural(2), Jin Jing(2), Erisela Qerama(2), Birger Johnsen(2), Steffen Fuchs(2), M. Brandon Westover(2), Sándor Beniczky(2), Johannes Herta(2)