Attribut:Beschreibung-EN
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Dies ist ein Attribut des Datentyps Text.
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Biomedical Modelling and Simulation +
Management of biomedical signal and image data +
Important standards of medical informatics e.g. DICOM +
Application scenarios for telemedical applications and their framework conditions +
Fundamentals of data mining and data analysis of primary and secondary data sources, principles of data mining, data warehouses (data sharing), knowledge management - ideally on real conditions +
Queries on common databases +
Measures to ensure high data quality (based on FAIR principles) +
Requirements for information processing in clinical studies on EDC (Electronic Data Capture) e.g. from registries (German Cancer Registry) +
Data extraction from telemedicine and other applications +
Ethical, political, regulatory and social aspects for dealing with big data +
Important standards of medical informatics for data acquisition, analysis, exchange +
Analysis methods, e.g. statistical models, "machine learning" and artificial intelligence methods +
Different types of knowledge-based systems and medical applications of Clinical Decision Support Systems (CDSS) to optimise patient care. +
Examples of machine learning methods and the basic principles for their evaluation using artificial neural networks as an example. +
The concept of personalized medicine and medical applications of machine learning or artificial intelligence systems, especially in the context of medical device law +