Folgen
Thilo Rieg
Thilo Rieg
Bestätigte E-Mail-Adresse bei zi-mannheim.de
Titel
Zitiert von
Zitiert von
Jahr
High-performance detection of epilepsy in seizure-free EEG recordings: A novel machine learning approach using very specific epileptic EEG sub-bands.
R Buettner, J Frick, T Rieg
ICIS, 2019
642019
High-performance detection of alcoholism by unfolding the amalgamated EEG spectra using the Random Forests method
T Rieg, J Frick, M Hitzler, R Buettner
502019
Machine learning based diagnosis of diseases using the unfolded EEG spectra: Towards an intelligent software sensor
R Buettner, T Rieg, J Frick
Information Systems and Neuroscience: NeuroIS Retreat 2019, 165-172, 2020
392020
Demonstration of the potential of white-box machine learning approaches to gain insights from cardiovascular disease electrocardiograms
T Rieg, J Frick, H Baumgartl, R Buettner
PloS one 15 (12), e0243615, 2020
332020
Multi-Class Emotion Recognition within the Valence-Arousal-Dominance Space Using EEG.
M Gaertner, D Sauter, H Baumgartl, T Rieg, R Buettner
AMCIS, 2021
82021
Machine learning-based diagnosis of epilepsy in clinical routine: Lessons learned from a retrospective pilot study
T Rieg, J Frick, R Buettner
Information Systems and Neuroscience: NeuroIS Retreat 2020, 276-283, 2020
72020
Detection of schizophrenia: A machine learning algorithm for potential early detection and prevention based on event-related potentials.
J Frick, T Rieg, R Buettner
HICSS, 1-10, 2021
62021
A Novel Machine Learning Approach to Working Memory Evaluation Using Resting-State EEG Data.
J Breitenbach, A Uzun, T Rieg, H Baumgartl, R Buettner
PACIS 21, 1-12, 2021
52021
High-Performance Detection of Mild Cognitive Impairment Using Resting-State EEG Signals Located in Broca's Area: A Machine Learning Approach.
J Gross, N Groiss, T Rieg, H Baumgartl, R Buettner
AMCIS, 2021
52021
From mechanistic insight towards clinical implementation using normative modeling
T Rieg, E Schwarz
Nature Computational Science 2 (5), 278-280, 2022
22022
Machine Learning-Based Health Behavior Prediction Using Resting-State EEG Data
J Breitenbach, D Eisenhardt, T Rieg, H Baumgartl, PS Ulrich, IJ Timm, ...
12022
Das System kann den Vorgang jetzt nicht ausführen. Versuchen Sie es später erneut.
Artikel 1–11