Author

Ameli Schwalber

Concentris (Germany)

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Neuroscience· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Research Focus:gene regulatory network inference· 1 Organism:human· 1 Assay:imaging· 1

Frequent Co-Authors

Abigail J. Miller· 1 shared Allan Hunter YoungiD· 1 shared Álvaro Pastor· 1 shared Anastasios-Polykarpos Athanasiadis· 1 shared André F. MarquandiD· 1 shared Andreas HeinziD· 1 shared Andreas J. ForstneriD· 1 shared Andreas Meyer‐LindenbergiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperNeuroscience

Abigail J. Miller

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1 paper

Recent·Most cited

Generating Synthetic Task-based Brain Fingerprints for Population Neuroscience Using Deep Learning

Emin Serin, Kerstin Ritter, Günter Schumann, Tobias Banaschewski, André F. Marquand, Henrik Walter, Andreas Heinz, Markus Ralser, Sven Olaf Twardziok, Nilakshi Vaidya, Antoine Bernas, Marcel Jentsch, Esther Hitchen, Elli Polemiti, Hedi Kebir, , George Ogoh

The paper introduces DeepTaskGen, a deep learning method that generates synthetic task-based contrast maps from resting-state fMRI data, outperforming benchmarks and enabling biomarker development for cognitive tasks.

Communications Biology · Nov 14, 2025Peer-reviewedNeuroscience