Tilmann Kluge

According to our database, Tilmann Kluge authored at least 19 papers between 2007 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Feasibility of an Integrated Telemonitoring System for Home-Recorded EEG with Automated AI-Based EEG Analysis.

Clemens Lang, Silvia Winkler, Johannes Koren, Gerhard Gritsch, David Pollreisz, Stefan Köpl, Tilmann Kluge, Christoph Baumgartner

Proceedings of the dHealth 2024, 2024

2023

First Clinical Experiences with the New DICOM Neurophysiology Standard.

Clemens Lang, Silvia Winkler, Johannes Koren, Gerhard Gritsch, Tilmann Kluge, Christoph Baumgartner

Proceedings of the dHealth 2023, 2023

Fine-tuning of pre-processing filters enables scalp-EEG based training of subcutaneous EEG models.

Lukas Lechner, Asbjoern Wulff Helge, Esben Ahrens, Martin Bachler, Bernhard Hametner, Gerhard Gritsch, Tilmann Kluge, Manfred Hartmann

Proceedings of the 19th IEEE International Conference on Body Sensor Networks, 2023

2022

Relational local electroencephalography representations for sleep scoring.

Georg Brandmayr, Manfred Martin Hartmann, Franz Fürbass, Gerald Matz, Matthias Samwald, Tilmann Kluge, Georg Dorffner

Neural Networks, 2022

2020

Deep learning for estimation of functional brain maturation from EEG of premature neonates.

Laura Gschwandtner, Manfred Martin Hartmann, Lisa Oberdorfer, Franz Fürbass, Katrin Klebermaß-Schrehof, Tobias Werther, Nathan J. Stevenson, Gerhard Gritsch, Hannes Perko, Angelika Berger, Tilmann Kluge, Vito Giordano

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2019

Achieving an Interoperable Data Format for Neurophysiology with DICOM Waveforms.

Silvia Winkler, Martin Huber, Tilmann Kluge

Proceedings of the dHealth 2019 - From eHealth to dHealth, 2019

2018

Automatic System for Obstructive Sleep Apnea Events Detection Using Convolutional Neural Network.

Ling Cen, Zhu Liang Yu, Tilmann Kluge, Wee Ser

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

A deep Learning Scheme for Automatic Seizure Detection from Long-Term Scalp EEG.

Yuvaraj Rajamanickam, John Thomas, Tilmann Kluge, Justin Dauwels

Proceedings of the 52nd Asilomar Conference on Signals, Systems, and Computers, 2018

2017

A Comparison of Rule-Based and Machine Learning Methods for Classification of Spikes in EEG.

Wolfgang Ganglberger, Gerhard Gritsch, Manfred Martin Hartmann, Franz Fürbass, Hannes Perko, Ana M. Skupch, Tilmann Kluge

J. Commun., 2017

Deep learning-based classification for brain-computer interfaces.

John Thomas, Tomasz Maszczyk, Nishant Sinha, Tilmann Kluge, Justin Dauwels

Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017

Deep Learning Method for Sleep Stage Classification.

Ling Cen, Zhu Liang Yu, Yun Tang, Wen Shi, Tilmann Kluge, Wee Ser

Proceedings of the Neural Information Processing - 24th International Conference, 2017

2013

A novel method for the identification of synchronization effects in multichannel ECoG with an application to epilepsy.

Andreas Graef, Manfred Martin Hartmann, Christoph Flamm, Christoph Baumgartner, Manfred Deistler, Tilmann Kluge

Biol. Cybern., 2013

Spatial correlation based artifact detection for automatic seizure detection in EEG.

Ana M. Skupch, Peter Dollfuss, Franz Fürbass, Gerhard Gritsch, Manfred Martin Hartmann, Hannes Perko, Ekaterina Pataraia, Gerald Lindinger, Tilmann Kluge

Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Automatic optimization of parameters for seizure detection systems.

Peter Dollfuss, Manfred Martin Hartmann, Ana M. Skupch, Franz Fürbass, Tilmann Kluge

Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

2012

Automatic seizure detection based on the activity of a set of current dipoles: First steps.

Gerhard Gritsch, Manfred Martin Hartmann, Hannes Perko, Franz Fürbass, Tilmann Kluge

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Combining time series and frequency domain analysis for a automatic seizure detection.

Franz Fürbass, Manfred Martin Hartmann, Hannes Perko, Ana M. Skupch, Peter Dollfuß, Gerhard Gritsch, Christoph Baumgartner, Tilmann Kluge

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

2011

EpiScan: Online seizure detection for epilepsy monitoring units.

Manfred Martin Hartmann, Franz Fürbass, Hannes Perko, Ana M. Skupch, Katharina Lackmayer, Christoph Baumgartner, Tilmann Kluge

Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Automatic detection of the seizure onset zone based on ictal EEG.

Gerhard Gritsch, Manfred Martin Hartmann, Hannes Perko, Franz Fürbass, Pauly P. W. Ossenblok, Tilmann Kluge

Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

2007

Automatic Reduction of Artifacts in EEG-Signals.

Daniela Schachinger, Kaspar Schindler, Tilmann Kluge

Proceedings of the 15th International Conference on Digital Signal Processing, 2007