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- Title
The Digital Twin: Modular Model-Based Approach to Personalized Medicine.
- Authors
Gaebel, Jan; Keller, Johannes; Schneider, Daniel; Lindenmeyer, Adrian; Neumuth, Thomas; Franke, Stefan
- Abstract
To overcome obstacles and complexity of decision making in clinical oncology, we propose an integrated clinical decision support approach; the Digital Twin. We analyse the reasons for frustration in applying clinical decision support and provide a multi-levelled approach to implementing a flexible system to support and strengthen clinical decisions. Describing medical patterns and contexts with Resource Description Framework (RDF) allows for standardised way of connecting medical knowledge and processing modules. Having flexible web-based interfaces integrated a multitude of heterogeneous data processing systems to either make clinical data available altogether, or provide calculations and assessments. Transition of the Digital Twin to clinical practice promises effective assistance and safer clinical decisions.
- Subjects
INDIVIDUALIZED medicine; RDF (Document markup language); DIGITAL technology; CLINICAL trials; IMAGE processing
- Publication
Current Directions in Biomedical Engineering, 2021, Vol 7, Issue 2, p223
- ISSN
2364-5504
- Publication type
Article
- DOI
10.1515/cdbme-2021-2057