In the Department of Machine Learning, we develop models to improve decision making in clinical brain research.
01
Kopar, S., Rane, R.P., Mychajliw, C., Federmann, L., Eschweiler, G., Berg, D., Gijsen, S., Perez-Toro, P.A. & Ritter, K.,
Beyond Binary: Speech Representations Across the Cognitive Score Hierarchy.
02
Hammelrath, L., Rane, R. P., Gijsen, S., Jüres, F., Brose, A., Ritter, K., ... & Knaevelsrud, C.
Comparing personalized and population-based models for predicting momentary negative affect in internalizing disorders: A digital phenotyping study
03
Gijsen, S., Schulz, M. A., & Ritter, K.
Brain-Semantoks: Learning Semantic Tokens of Brain Dynamics with a Self-Distilled Foundation Model.
04
Zvarova, P., van der Linden, C., Li, N., Butenko, K., Berger, T., Meyer, G.M., Sahin, I.A., Goede, L.L., Bahners, B.H., Hollunder, B. and Dembek, T.A., ..., Ritter K., ... & Horn, A.
Multimodal Image Guidance in Subthalamic Deep Brain Stimulation for Parkinson's Disease.
05
Erk, S., Wellan, S., Henze, G.I., Ritter, K., Lueken, U. and Walter, H.
Präzisionspsychiatrie und-psychotherapie: Was ist das?
06
Ritter, K., Brandt, L., & Walter, H.
KI in der Psychiatrie
07
Heinrichs, B., Diegelmann, D., Friedrich, O., Heinrichs, J.H., Kellmeyer, P., Madai, V.I., Mandelartz, S., Nähr-Wagener, S., Namuganza, S., Ritter, K. and Schleidgen, S.
Neuroethik–eine Bestandsaufnahme und ein Blick in die Zukunft.
08
Serin, E., Ritter, K., Schumann, G., Banaschewski, T., Marquand, A., & Walter, H
Generating synthetic task-based brain fingerprints for population neuroscience using deep learning
09
Schulz, M. A., Siegel, N. T., & Ritter, K.
Brain-age models with lower age prediction accuracy have higher sensitivity for disease detection
10
Gijsen, S., & Ritter, K.
EEG-Language Modeling for Pathology Detection
11
Reinhardt, P., Zacharias, N., Fislage, M., Böhmer, J., Hollunder, B., Reppmann, Z., ... & Winterer, G.
Machine Learning Classification of Smoking Behaviours-From Social Environment to the Prefrontal Cortex
12
Siegel, N. T., Kainmueller, D., Deniz, F., Ritter, K., & Schulz, M. A.