In the Department of Data Science we generate knowledge from data to advance neuroscience and ophthalmology.

01
Weis, M. A., Papadopoulos, S., Hansel, L., Lüddecke, T., Celii, B., Fahey, P. G., ... & Ecker, A. S.

An unsupervised map of excitatory neuron dendritic morphology in the mouse visual cortex

Apr 09, 2025 | Nature Communications
02
Gervelmeyer, J., Müller, S., Huang, Z., & Berens, P.

Fundus Image Toolbox: A Python package for fundus image processing

Apr 03, 2025 | Journal of Open Source Software
03
Holtrup, L., Varghese, J., Schuster, A.K. et al. EyeMatics

EyeMatics—Multicenter data evaluation of real-world data with interoperable medical informatics

Nov 14, 2024 | Ophthalmologie
04
Grote, T., Freiesleben, T. & Berens, P.

Foundation models in healthcare require rethinking reliability

Nov 11, 2024 | Nature Machine Intelligence
05
Gervelmeyer, J., Müller, S., Djoumessi, K., Merle, D., Clark, S. J., Koch, L., & Berens, P.

Interpretable-by-design Deep Survival Analysis for Disease Progression Modeling

Oct 06, 2024 | MICCAI 2024
06
Lause, J., Berens, P., Kobak, D.

The art of seeing the elephant in the room: 2D embeddings of single-cell data do make sense

Oct 02, 2024 | PLOS Computational Biology, 20(10), e1012403
07
Franke, K., Cai, C., Ponder, K., Fu, J., Sokoloski, S., Berens, P., & Tolias, A. S.

Asymmetric distribution of color-opponent response types across mouse visual cortex supports superior color vision in the sky.

Sep 05, 2024 | Elife, 12, RP89996
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Beck, J., Bosch, N., Deistler, M., Kadhim, K.L., Macke, J. H., Hennig, P., Berens, P.

Diffusion Tempering Improves Parameter Estimation with Probabilistic Integrators for Ordinary Differential Equations

Jun 25, 2024 | International Conference on Machine Learning 2024
09
Zouridis, I. S., Schmors, L., Fischer, K. M., Berens, P., Preston-Ferrer, P., & Burgalossi, A.

Juxtacellular recordings from identified neurons in the mouse locus coeruleus

Jun 13, 2024 | European Journal of Neuroscience
10
Köhler, P., Fadugba, J., Berens, P., Koch, L.M.

Efficiently correcting patch-based segmentation errors to control image-level performance in retinal images

Jun 06, 2024 | Medical Imaging with Deep Learning 2024
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Wundram, A.M., Fischer, P., Wunderlich, S., Faber, H., Koch, L.M., Berens, P., Baumgartner C. F.

Leveraging Probabilistic Segmentation Models for Improved Glaucoma Diagnosis: A Clinical Pipeline Approach

Jun 06, 2024 | Medical Imaging with Deep Learning 2024
12
Yaïci, R., Cieplucha, M., Bock, R. et al

ChatGPT und die deutsche Facharztprüfung für Augenheilkunde: eine Evaluierung

May 27, 2024 | Die Ophthalmologie
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Ayhan, M. S., Neubauer, J., Uzel, M. M., Gelisken, F., & Berens, P.

Interpretable detection of epiretinal membrane from optical coherence tomography with deep neural networks.

Apr 11, 2024 | Scientific Reports, 14(1), 8484.
15
González-Márquez, R., Schmidt, L., Schmidt, B. M., Berens, P., & Kobak, D.

The landscape of biomedical research

Apr 09, 2024 | Patterns, 100968
16
Grote, T., Berens, P.

A paradigm shift?—On the ethics of medical large language models

Mar 25, 2024 | Bioethics