eHealth

Overview of international EHRs, standards, the Austrian EHR ELGA, architecture of ELGA, examples of concrete applications

History and basis terms of epidemiology, prevalence and incidence, standardization of rates, design and evaluation of epidemiological studies, confounding, bias, meta analyses, causality in epidemiology

Features of change processes, effective negotiations and features of the contact phase, argumentation techniques, negotiating on the basis of active listening and solution finding, difficult situations in negotiations, concluding a negotiation on the basis of clear-cut agreements

Analysing and working on subject relevant texts such as poster, data sheet, summary, abstract, critical review, paper. Identifying features of scientific texts in combinaiton with reading techniques.

Personnel development measures, change management, self-learning organisations, special features of safety and risk management in the health sector as an integral part of strategic corporate management, crisis management, operational and strategic controlling of non-profit companies, public procurement law

Projects for the development of operational application systems and products with software and hardware components (IT systems), planning, organization and control of the projects on the basis of general methods of project management and under consideration of IT-specific requirements and basic conditions, agile software development (e.g. Scrum).

Rule-based knowledge, decision trees (Classification and Regression Trees), Arden syntax, fuzzy logic

Multivariate statistical models (analysis of variance, multiple linear and logistic regression analysis, cluster analysis, factor analysis, etc.), linear algebra, predicates logic, ...

Development of medical software, introduction to software engineering, analysis (requirements engineering), object-oriented modelling, cost and expenditure estimates, software metrics, reviews, testing methods, process modelling, software quality assurance, aspects of management and of processes. Software development processes: waterfall, general V-model, agile procedures, RUP, Spiral model, technical aspets, coding guidelines, configuration and version management, architecture, component orientation, modelling, tools Principles of creation, methods and tools of usability engineering, user interfaces

System architectures, including Service Oriented Architectures (SOA) by the example of data structures (Stack, Heap, List), Client Server Models, web-applications with frameworks (JSP, Struts, Spring, J2EE, etc.), object-relational mappers (Hibernate), Web 2.0 Frameworks (AJAX, GWT, ZK etc. Design Pattern, SOA and web services

Personnel development measures, change management, self-learning organisations, special features of safety and risk management in the health sector as an integral part of strategic corporate management, crisis management, operational and strategic controlling of non-profit companies, public procurement law

Projects for the development of operational application systems and products with software and hardware components (IT systems), planning, organization and control of the projects on the basis of general methods of project management and under consideration of IT-specific requirements and basic conditions, agile software development (e.g. Scrum).

Rule-based knowledge, decision trees (Classification and Regression Trees), Arden syntax, fuzzy logic

Multivariate statistical models (analysis of variance, multiple linear and logistic regression analysis, cluster analysis, factor analysis, etc.), linear algebra, predicates logic, ...

Personnel development measures, change management, self-learning organisations, special features of safety and risk management in the health sector as an integral part of strategic corporate management, crisis management, operational and strategic controlling of non-profit companies, public procurement law

Projects for the development of operational application systems and products with software and hardware components (IT systems), planning, organization and control of the projects on the basis of general methods of project management and under consideration of IT-specific requirements and basic conditions, agile software development (e.g. Scrum).

Development of medical software, introduction to software engineering, analysis (requirements engineering), object-oriented modelling, cost and expenditure estimates, software metrics, reviews, testing methods, process modelling, software quality assurance, aspects of management and of processes. Software development processes: waterfall, general V-model, agile procedures, RUP, Spiral model, technical aspets, coding guidelines, configuration and version management, architecture, component orientation, modelling, tools Principles of creation, methods and tools of usability engineering, user interfaces

System architectures, including Service Oriented Architectures (SOA) by the example of data structures (Stack, Heap, List), Client Server Models, web-applications with frameworks (JSP, Struts, Spring, J2EE, etc.), object-relational mappers (Hibernate), Web 2.0 Frameworks (AJAX, GWT, ZK etc. Design Pattern, SOA and web services

Rule-based knowledge, decision trees (Classification and Regression Trees), Arden syntax, fuzzy logic

Multivariate statistical models (analysis of variance, multiple linear and logistic regression analysis, cluster analysis, factor analysis, etc.), linear algebra, predicates logic, ...

Development of medical software, introduction to software engineering, analysis (requirements engineering), object-oriented modelling, cost and expenditure estimates, software metrics, reviews, testing methods, process modelling, software quality assurance, aspects of management and of processes. Software development processes: waterfall, general V-model, agile procedures, RUP, Spiral model, technical aspets, coding guidelines, configuration and version management, architecture, component orientation, modelling, tools Principles of creation, methods and tools of usability engineering, user interfaces

System architectures, including Service Oriented Architectures (SOA) by the example of data structures (Stack, Heap, List), Client Server Models, web-applications with frameworks (JSP, Struts, Spring, J2EE, etc.), object-relational mappers (Hibernate), Web 2.0 Frameworks (AJAX, GWT, ZK etc. Design Pattern, SOA and web services

An eHealth-relevant task must be dealt with by the student. The topics are proposed either by the student in cooperation with a sector-specific company or by the master degree program from the teaching and research topics. Results can be prototypes, preliminary studies, feasibility studies or similar. The topic can also be further developed in the Master Thesis.

Basics, concepts and methods of HTA, Health Impact Assessment, support of health politics

Content depending on Master projects. Discussion, presentation and identification of possible research questions for master theses.

Business Process Management, evidence-based guidelines in intramural, extramural and intersectoral areas, concepts, application examples, clinical workflows, ...

IT Governance, IT Strategy, IT Concept, IT Architecture and IT Project Portfolio, IT Operations (ITIL), Service Level Agreements, IT Key Figures

neuronal networks (Perzeptron, Multi-layer architectures, Radial Basisfunktions), Reinforcement Learning, Support Vector Machines, Kernel Based Learning, Committee Machines, PCA / ICA, Reservoir Computing, Bayesian Learning, Computational Learning Theory (PAC, VC Dimensions

Mathematical basics of image processing, images as sources of information in medicine, mathematical representation and properties of images, image processing, image compression, image restoration, segmentation, pattern recognition, image and communication standards in medicine

Regulatory requirements (Medical Devices Act, ...)

Networks and telemedicine, cyber medicine, consumer health informatics, Internet of Medical Things, …

Business Process Management, evidence-based guidelines in intramural, extramural and intersectoral areas, concepts, application examples, clinical workflows, ...

IT Governance, IT Strategy, IT Concept, IT Architecture and IT Project Portfolio, IT Operations (ITIL), Service Level Agreements, IT Key Figures

neuronal networks (Perzeptron, Multi-layer architectures, Radial Basisfunktions), Reinforcement Learning, Support Vector Machines, Kernel Based Learning, Committee Machines, PCA / ICA, Reservoir Computing, Bayesian Learning, Computational Learning Theory (PAC, VC Dimensions

Mathematical basics of image processing, images as sources of information in medicine, mathematical representation and properties of images, image processing, image compression, image restoration, segmentation, pattern recognition, image and communication standards in medicine

Business Process Management, evidence-based guidelines in intramural, extramural and intersectoral areas, concepts, application examples, clinical workflows, ...

IT Governance, IT Strategy, IT Concept, IT Architecture and IT Project Portfolio, IT Operations (ITIL), Service Level Agreements, IT Key Figures

Regulatory requirements (Medical Devices Act, ...)

Networks and telemedicine, cyber medicine, consumer health informatics, Internet of Medical Things, …

neuronal networks (Perzeptron, Multi-layer architectures, Radial Basisfunktions), Reinforcement Learning, Support Vector Machines, Kernel Based Learning, Committee Machines, PCA / ICA, Reservoir Computing, Bayesian Learning, Computational Learning Theory (PAC, VC Dimensions

Mathematical basics of image processing, images as sources of information in medicine, mathematical representation and properties of images, image processing, image compression, image restoration, segmentation, pattern recognition, image and communication standards in medicine

Regulatory requirements (Medical Devices Act, ...)

Networks and telemedicine, cyber medicine, consumer health informatics, Internet of Medical Things, …

Discourse on ethical, social, economic and legal aspects of eHealth applications on the basis of topics covered in the Master's theses

Working on a final thesis in an ehealth related topic decided upon in co-operation with the tutor.Individual preparation for the Master's examination