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- Technical University of MunichDE103 papers
- TUM KlinikumDE21 papers
- Ludwig-Maximilians-Universität MünchenDE20 papers
- Imperial College LondonGB13 papers
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- University of ZurichCH11 papers
- Harvard UniversityUS10 papers
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- Centre National de la Recherche ScientifiqueFR8 papers
- ETH ZurichCH8 papers
- Institute of Biological and Medical ImagingDE8 papers
- German Cancer Research CenterDE7 papers
10 papers · 1 filter
Transformer-Based Hematological Malignancy Prediction from Peripheral Blood Smears in a Real-World Cohort
Muhammed Furkan Dasdelen, Ivan Kukuljan, Peter Lienemann +6
Peripheral blood smears remain a cornerstone in the diagnosis of hematological neoplasms, offering rapid and valuable insights that inform subsequent diagnostic steps. However, sin…
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…
Non-Negative Universal Differential Equations With Applications in Systems Biology
Maren Philipps, Antonia Körner, Jakob Vanhoefer +2
Universal differential equations (UDEs) leverage the respective advantages of mechanistic models and artificial neural networks and combine them into one dynamic model. However, th…
pyPESTO: A modular and scalable tool for parameter estimation for dynamic models
Yannik Schälte, Fabian Fröhlich, Paul J. Jost +14
Mechanistic models are important tools to describe and understand biological processes. However, they typically rely on unknown parameters, the estimation of which can be challengi…
Dynamical models for metabolomics data integration
Polina Lakrisenko, Daniel Weindl
As metabolomics datasets are becoming larger and more complex, there is an increasing need for model-based data integration and analysis to optimally leverage these data. Dynamical…
Prenatal stress perturbs fetal iron homeostasis in a sex-specific manner
Peter Zimmermann, Marta C. Antonelli, Ritika Sharma +7
What is the influence of chronic maternal prenatal stress (PS) on fetal iron homeostasis? In a prospective case-control study in 164 pregnant women, we show that cord blood transfe…