Thilo Rieg

Publication Activity (10 Years)

Years Active: 2019-2022
Publications (10 Years): 9

Top Topics

Epileptic Seizures

Computational Framework

Machine Learning

Top Venues

Publications

Han Cao, Youcheng Zhang, Jan Baumbach, Paul R. Burton, Dominic B. Dwyer, Nikolaos Koutsouleris, Julian O. Matschinske, Yannick Marcon, Sivanesan Rajan, Thilo Rieg, Patricia Ryser-Welch, Julian Späth, Carl Herrmann, Emanuel Schwarz
dsMTL: a computational framework for privacy-preserving, distributed multi-task machine learning. Bioinform. 38 (21) (2022)
Johannes Breitenbach, Daniel Eisenhardt, Thilo Rieg, Hermann Baumgartl, Patrick Sven Ulrich, Ingo J. Timm, Ricardo Buettner
Machine Learning-Based Health Behavior Prediction Using Resting-State EEG Data. AMCIS (2022)
Thilo Rieg, Emanuel Schwarz
From mechanistic insight towards clinical implementation using normative modeling. Nat. Comput. Sci. 2 (5) (2022)
Janek Frick, Thilo Rieg, Ricardo Buettner
Detection of schizophrenia: A machine learning algorithm for potential early detection and prevention based on event-related potentials. HICSS (2021)
Johannes Breitenbach, Alpay Uzun, Thilo Rieg, Hermann Baumgartl, Ricardo Buettner
A Novel Machine Learning Approach to Working Memory Evaluation Using Resting-State EEG Data. PACIS (2021)
Marvin Gaertner, Daniel Sauter, Hermann Baumgartl, Thilo Rieg, Ricardo Buettner
Multi-Class Emotion Recognition within the Valence-Arousal-Dominance Space Using EEG. AMCIS (2021)
Jan Gross, Niklas Groiss, Thilo Rieg, Hermann Baumgartl, Ricardo Buettner
High-Performance Detection of Mild Cognitive Impairment Using Resting-State EEG Signals Located in Broca's Area: A Machine Learning Approach. AMCIS (2021)
Thilo Rieg, Janek Frick, Marius Hitzler, Ricardo Buettner
High-performance detection of alcoholism by unfolding the amalgamated EEG spectra using the Random Forests method. HICSS (2019)
Ricardo Buettner, Janek Frick, Thilo Rieg
High-performance detection of epilepsy in seizure-free EEG recordings: A novel machine learning approach using very specific epileptic EEG sub-bands. ICIS (2019)