Tilmann Kluge

Orcid: 0000-0001-7627-5156

According to our database1, Tilmann Kluge authored at least 19 papers between 2007 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Feasibility of an Integrated Telemonitoring System for Home-Recorded EEG with Automated AI-Based EEG Analysis.
Proceedings of the dHealth 2024, 2024

2023
First Clinical Experiences with the New DICOM Neurophysiology Standard.
Proceedings of the dHealth 2023, 2023

Fine-tuning of pre-processing filters enables scalp-EEG based training of subcutaneous EEG models.
Proceedings of the 19th IEEE International Conference on Body Sensor Networks, 2023

2022
Relational local electroencephalography representations for sleep scoring.
Neural Networks, 2022

2020
Deep learning for estimation of functional brain maturation from EEG of premature neonates.
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.
Proceedings of the dHealth 2019 - From eHealth to dHealth, 2019

2018
Automatic System for Obstructive Sleep Apnea Events Detection Using Convolutional Neural Network.
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.
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.
J. Commun., 2017

Deep learning-based classification for brain-computer interfaces.
Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017

Deep Learning Method for Sleep Stage Classification.
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.
Biol. Cybern., 2013

Spatial correlation based artifact detection for automatic seizure detection in EEG.
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.
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.
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.
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.
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.
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.
Proceedings of the 15th International Conference on Digital Signal Processing, 2007


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