Attribut:Beschreibung-EN
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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) +
Policies, ethical, regulatory and social aspects of Big Data and the importance of attitudes, values and behaviour. +
Data extraction from telemedicine and other applications +
The methods of practical, technical and theoretical informatics/computer science +
Fundamentals of practical computer science for data mining and analysis e.g. software engineering, data structures, database management systems, information and systems modeling tools, information systems theory and practice, knowledge engineering, (conceptual) representation and acquisition, software architectures. +
Fundamentals of theoretical computer science for data mining and analysis, e.g. complexity theory, encryption/security. +
Fundamentals of computer engineering for data mining 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 +
Analysis methods (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 +
The importance of conceptual definitions for medicine in general +
the basic concepts and terms application systems, services and physical data processing systems in Health Information Systems +
Ethical, legal & socio-technical aspects of information processing in healthcare. +
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), Medical Device Regulation (MDR) +
Regulations for the internet presentation of practices/clinics and the prerequisites for medical consultations on the Internet +