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Deconstructing deep imbalanced regression: a comprehensive review and experimental evaluation2026 Artificial Intelligence Review article Computer Science Imbalanced Data Classification Techniques Open access
Noah Christoph Pütz, Jens Uwe Brandt, Marc Hilbert, Elena Raponi, Thomas Bäck, Thomas Bartz–Beielstein
1citations -
Benchmarking Variational AutoEncoders on cancer transcriptomics data2023 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Gene expression and cancer classification Open access
Mostafa Eltager, Tamim Abdelaal, Mohammed Charrout, Ahmed Essam Mahfouz, Marcel J. T. Reinders, Stavros Makrodimitris
4citations -
End-to-End Classification of Cell-Cycle Stages with Center-Cell Focus Tracker Using Recurrent Neural Networks2023 IEEE International Conference on Acoustics Speech and Signal Processing conference-paper Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques
Abin Jose, Rijo Roy, Dennis Eschweiler, Ina Laube, Reza Azad, Daniel Moreno-Andrés, +1 more
7citations -
END-TO-END CLASSIFICATION OF CELL-CYCLE STAGES WITH CENTER-CELL FOCUS TRACKER USING RECURRENT NEURAL NETWORKS2022 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access
Abin Jose, Rijo Roy, Dennis Eschweiler, Ina Laube, Reza Azad, Daniel Moreno-Andrés, +1 more
4citations -
Code Repository for the Paper "Characterizing Neural Manifolds' Properties and Curvatures using Normalizing Flows" (PRX Life, 2026)2026 Zenodo (CERN European Organization for Nuclear Research) article Neuroscience Neural dynamics and brain function Open access
Peter Bouss, Sandra Nestler, Kirsten Fischer, Claudia Merger, Lars Schutzeichel, Simon Musall, +2 more
1citations -
Code Repository for the Paper "Characterizing Neural Manifolds' Properties and Curvatures using Normalizing Flows" (PRX Life, 2026)2026 Zenodo (CERN European Organization for Nuclear Research) article Neuroscience Neural dynamics and brain function Open access
Peter Bouss, Sandra Nestler, Kirsten Fischer, Claudia Merger, Lars Schutzeichel, Simon Musall, +2 more
0citations -
SCHNEL: scalable clustering of high dimensional single-cell data2020 Bioinformatics article Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access
Tamim Abdelaal, Paul de Raadt, Boudewijn P. F. Lelieveldt, Marcel J. T. Reinders, Ahmed Essam Mahfouz
9citations -
Prompt injection attacks on vision language models in oncology2025 Nature Communications article Computer Science Adversarial Robustness in Machine Learning Open access
Jan Clusmann, Dyke Ferber, Isabella C. Wiest, Carolin Victoria Schneider, Titus Josef Brinker, Sebastian Foersch, +2 more
61citations -
On the geometry and topology of representations: the manifolds of modular addition2025 arXiv (Cornell University) preprint Computer Science Neural Networks and Applications Open access
Gabriela Moisescu-Pareja, Gavin McCracken, Harley Wiltzer, Vincent Létourneau, Colin Daniels, Doina Precup, +1 more
0citations