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37 results on '"Schuppert, Andreas"'

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1. Two-step multi-omics modelling of drug sensitivity in cancer cell lines to identify driving mechanisms.

2. Epigenetic and Transcriptional Shifts in Human Neural Stem Cells after Reprogramming into Induced Pluripotent Stem Cells and Subsequent Redifferentiation.

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3. Local identification of scalar hybrid models with tree structure.

4. Analysis of Chest X-ray for COVID-19 Diagnosis as a Use Case for an HPC-Enabled Data Analysis and Machine Learning Platform for Medical Diagnosis Support.

5. Monitoring individualized glucose levels predicts risk for bradycardia in type 2 diabetes patients with chronic kidney disease: a pilot study.

6. Spike by spike frequency analysis of amperometry traces provides statistical validation of observations in the time domain.

7. A modified Ising model of Barabási–Albert network with gene-type spins.

8. Methodological challenges in translational drug response modeling in cancer: A systematic analysis with FORESEE.

9. Noisecut: a python package for noise-tolerant classification of binary data using prior knowledge integration and max-cut solutions.

10. Developing an Artificial Intelligence-Based Representation of a Virtual Patient Model for Real-Time Diagnosis of Acute Respiratory Distress Syndrome.

11. Few inputs can reprogram biological networks.

12. Novel architecture for gated recurrent unit autoencoder trained on time series from electronic health records enables detection of ICU patient subgroups.

13. Bayesian Population Physiologically-Based Pharmacokinetic (PBPK) Approach for a Physiologically Realistic Characterization of Interindividual Variability in Clinically Relevant Populations.

14. A training strategy for hybrid models to break the curse of dimensionality.

15. Early and late stage MPN patients show distinct gene expression profiles in CD34+ cells.

16. Biometric covariates and outcome in COVID-19 patients: are we looking close enough?

17. Plant PhysioSpace: a robust tool to compare stress response across plant species.

18. 6-month mortality and readmissions of hospitalized COVID-19 patients: A nationwide cohort study of 8,679 patients in Germany.

19. A neural network assisted Metropolis adjusted Langevin algorithm.

20. Markov-Chain Monte-Carlo methods and non-identifiabilities.

21. A systematic atlas of chaperome deregulation topologies across the human cancer landscape.

22. FORESEE: a tool for the systematic comparison of translational drug response modeling pipelines.

23. Robust PBPK/PD-Based Model Predictive Control of Blood Glucose.

24. Combination of a Proteomics Approach and Reengineering of Meso Scale Network Models for Prediction of Mode-of-Action for Tyrosine Kinase Inhibitors.

25. Power-Laws and the Use of Pluripotent Stem Cell Lines.

26. Nanog-dependent feedback loops regulate murine embryonic stem cell heterogeneity.

27. An elastic network model to identify characteristic stress response genes

28. HybridML: Open source platform for hybrid modeling.

29. Enabling multiscale modeling in systems medicine.

30. Quality-targeting dynamic optimization of monoclonal antibody production.

31. Critical Transitions in Intensive Care Units: A Sepsis Case Study.

32. From hype to reality: data science enabling personalized medicine.

33. Translational learning from clinical studies predicts drug pharmacokinetics across patient populations.

36. Epigenetic Biomarker to Support Classification into Pluripotent and Non-Pluripotent Cells.

37. PhysioSpace: Relating Gene Expression Experiments from Heterogeneous Sources Using Shared Physiological Processes.