231 results on '"Wolfien, Markus"'
Search Results
2. Mimicking clinical trials with synthetic acute myeloid leukemia patients using generative artificial intelligence
3. A comparative patient-level prediction study in OMOP CDM: applicative potential and insights from synthetic data
4. ConvGeN: Convex space learning improves deep-generative oversampling for tabular imbalanced classification on smaller datasets
5. A multi-schematic classifier-independent oversampling approach for imbalanced datasets
6. CCR2 macrophage response determines the functional outcome following cardiomyocyte transplantation
7. ConvGeN: A convex space learning approach for deep-generative oversampling and imbalanced classification of small tabular datasets
8. LoRAS: An oversampling approach for imbalanced datasets
9. Streamlining intersectoral provision of real-world health data: a service platform for improved clinical research and patient care
10. Quality control in scRNA-Seq can discriminate pacemaker cells: the mtRNA bias
11. Artificial Intelligence Reporting Guidelines’ Adherence in Nephrology for Improved Research and Clinical Outcomes
12. Supporting regional pandemic management by enabling self-service reporting—A case report
13. LoRAS: an oversampling approach for imbalanced datasets
14. Synthetic Data Generation in Hematology - Paving the Way for OMOP and FHIR Integration.
15. A Hybrid-Approach for Privacy Preserving Record Linkage - A Case Study from Germany.
16. Monitoring the maturation of the sarcomere network: a super-resolution microscopy-based approach
17. Protein-coding variants contribute to the risk of atopic dermatitis and skin-specific gene expression
18. How to customize Common Data Models for rare diseases: an OMOP-based implementation and lessons learned
19. Mimicking Clinical Trials with Synthetic Acute Myeloid Leukemia Patients Using Generative Artificial Intelligence
20. Automated annotation of rare-cell types from single-cell RNA-sequencing data through synthetic oversampling
21. Single-Cell RNA Sequencing Procedures and Data Analysis
22. Integrated analysis of transcriptome and epigenome reveals ENSR00000272060 as a potential biomarker in gastric cancer.
23. NaviCenta - The disease map for placental research
24. Ten Topics to Get Started in Medical Informatics Research
25. Customized workflow development and data modularization concepts for RNA-Sequencing and metatranscriptome experiments
26. Cardiac cell therapies for the treatment of acute myocardial infarction in mice: systematic review and meta-analysis
27. A benchmark of hemoglobin blocking during library preparation for mRNA-Sequencing of human blood samples
28. Workflow Development for the Functional Characterization of ncRNAs
29. Tools for Understanding miRNA–mRNA Interactions for Reproducible RNA Analysis
30. Leptin deficiency-caused behavioral change – A comparative analysis using EthoVision and DeepLabCut
31. A comparative patient-level prediction study in OMOP CDM demonstrates advantages for native and web-based implementations
32. Construction of a three‐component regulatory network of transcribed ultraconserved regions for the identification of prognostic biomarkers in gastric cancer
33. Convgen: A Convex Space Learning Approach for Deep-Generative Oversampling and Imbalanced Classification of Small Tabular Datasets
34. Contextual Factors Affecting Clinical Decision Making
35. Research in the Field of Medical Informatics at the ZMI, Dresden, Germany - JOIN US
36. Methods used in the development of Common Data Models for health data – a Scoping Review (Preprint)
37. In silico investigation of molecular networks linking gastrointestinal diseases, malnutrition, and sarcopenia
38. Efficacy of Linear Regression Modelling of SARS-CoV-2 cases based on local wastewater surveillance
39. OMOP CDM Can Facilitate Data-Driven Studies for Cancer Prediction: A Systematic Review
40. Methods used in the development of Common Data Models for health data – A Scoping Review Protocol
41. Cancer Prediction on OMOP CDM – A Rapid Review / Study Registration
42. Construction of a three-component regulatory network of transcribed ultraconserved regions for the identification of prognostic biomarkers in gastric cancer
43. The Effects of Hypoxic Preconditioned Murine Mesenchymal Stem Cells on Post-Infarct Arrhythmias in the Mouse Model
44. Contribution of Synthetic Data Generation towards an Improved Patient Stratification in Palliative Care
45. An integrated analysis of whole transcriptome and epigenome data reveals ENSR00000272060, an enhancer RNA, as a potential diagnostic biomarker in gastric cancer
46. (Re-)programming of subtype specific cardiomyocytes
47. Stem cells and heart disease - Brake or accelerator?
48. Effects of the Interleukin-6 Receptor Blocker Sarilumab on Metabolic Activity and Differentiation Capacity of Primary Human Osteoblasts
49. In silicoInvestigation of Molecular Networks Linking Gastrointestinal Diseases, Malnutrition, and Sarcopenia
50. A Concept for Integrating AI-Based Support Systems into Clinical Practice.
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