24 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Ludwig-Maximilians-Universität MünchenDE6 papers
- German Center for Neurodegenerative DiseasesDE4 papers
- TUM KlinikumDE3 papers
- Helmholtz MunichDE2 papers
- Institut für Schlaganfall- und DemenzforschungDE2 papers
- LMU KlinikumDE2 papers
- Technical University of MunichDE2 papers
- Administração Regional de Saúde de Lisboa e Vale do TejoPT1 paper
- Bernstein Center for Computational Neuroscience BerlinDE1 paper
- Center for Integrated Protein Science MunichDE1 paper
- Center for NanoScienceDE1 paper
- Charité - Universitätsmedizin BerlinDE1 paper
7 papers
DR. INFO at the Point of Care: A Prospective Pilot Study of Physician-Perceived Value of an Agentic AI Clinical Assistant
Rogerio Corga Da Silva, Miguel Romano, Tiago Mendes +6
Background: Clinical documentation and information retrieval consume over half of physicians working hours, contributing to cognitive overload and burnout. While artificial intelli…
Privacy-Preserving Multi-Center Differential Protein Abundance Analysis with FedProt
Yuliya Burankova, Miriam Abele, Mohammad Bakhtiari +28
Quantitative mass spectrometry has revolutionized proteomics by enabling simultaneous quantification of thousands of proteins. Pooling patient-derived data from multiple institutio…
Statistical modeling to adjust for time trends in adaptive platform trials utilizing non-concurrent controls
Pavla Krotka, Martin Posch, Mohamed Gewily +2
Utilizing non-concurrent control data (NCC) in the analysis of late-entering arms in platform trials has recently received considerable attention. While incorporating NCC can lead…
blob loss: instance imbalance aware loss functions for semantic segmentation
Florian Kofler, Suprosanna Shit, Ivan Ezhov +14
Deep convolutional neural networks (CNN) have proven to be remarkably effective in semantic segmentation tasks. Most popular loss functions were introduced targeting improved volum…
Retina organoids: Window into the biophysics of neuronal systems
Katja A. Salbaum, Elijah R. Shelton, Friedhelm Serwane
With a kind of magnetism, the human retina draws the eye of neuroscientist and physicist alike. It is attractive as a self-organizing system, which forms as a part of the central n…
Deep Learning in current Neuroimaging: a multivariate approach with power and type I error control but arguable generalization ability
Carmen Jiménez-Mesa, Javier Ramírez, John Suckling +5
Discriminative analysis in neuroimaging by means of deep/machine learning techniques is usually tested with validation techniques, whereas the associated statistical significance r…
Improving 3D convolutional neural network comprehensibility via interactive visualization of relevance maps: Evaluation in Alzheimer's disease
Martin Dyrba, Moritz Hanzig, Slawek Altenstein +37
Background: Although convolutional neural networks (CNN) achieve high diagnostic accuracy for detecting Alzheimer's disease (AD) dementia based on magnetic resonance imaging (MRI)…