Attribut:Beschreibung-EN
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Dies ist ein Attribut des Datentyps Text.
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Queries on common databases +
Measures to ensure high data quality (based on FAIR principles) +
Requirements for information processing in clinical trials on EDC (Electronic Data Capture) e.g. from registries (German Cancer Registry) +
Policies, ethical, regulatory and social aspects for the handling and exchange of big data +
Data collection from telemedical and other applications +
The methods of practical, technical and theoretical computer science +
Basics of practical informatics/computer science, especially on programming languages, software engineering, data structures, database management systems, information and system modelling tools, information systems theory and practice, knowledge engineering, (concept) representation and acquisition, software architectures. +
Basics of theoretical informatics/computer science for data extraction and analysis, e.g. complexity theory, encryption/security +
Basics of technical informatics/computer science for data acquisition and analysis, e.g. network architectures and topologies, telecommunications, wireless data transmission technologies, virtual reality, multimedia +
Important standards of medical informatics for data acquisition, analysis, exchange +
Analytical methods (statistical models, machine learning and artificial intelligence methods) +
Different types of knowledge-based systems and medical applications of CDSS (Clinical decision support system) 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 personalised medicine and medical applications of machine learning or AI systems, especially in the context of the Medical Devices Act +
The importance of conceptualizations of controlled vocabularies for medicine +
technical and organisational measures for the secure handling of patient data in health care and research as well as procedures for the secure transmission and storage of patient data and their differentiation from unsafe methods +
Ethical, legal and socio-technical aspects +
Policies and regulatory conditions for the handling of information in the health sector +
The legal basis of medical documentation, including DSGVO and Cyber Security Act. +
Medical Devices Act (MPG) +