eHealth

General Management | Lecture/Practical (IL) | Coursecode: 190415105

Data Analysis and Business Intelligence

5.00

ECTS

4.00

SWS

Advanced biostatistics with R (explorative data analysis, risk assessment, association measures, hypothesis testing),, dispositive data (DWH, ODS) OLAP, ETL, multi-dimensional data modeling, data mining, DWH architectures, multi-dimensional modeling, reports according to Hichert

General Management | Lecture/Practical (IL) | Coursecode: 190415104

IT Management of Healthcare Enterprises – General Basics

5.00

ECTS

3.00

SWS

Management models, leadership styles, methods of strategic and operative corporate management, management tools (portfolio analysis, product life cycles, balanced score card, potential analyses, SWOT analyses, …)

Medical Informatics 1 | Lecture/Practical (IL) | Coursecode: 190415102

Advanced Security and Privacy

2.50

ECTS

2.00

SWS

Cryptographic methods, hash functions, block chaining, technical implementation of the DSGVO (Privacy by default, Privacy by Design, data processing directory, …)

Medical Informatics 1 | Lecture/Practical (IL) | Coursecode: 190415101

Master-Introduction

2.50

ECTS

2.00

SWS

Overview of the three focal points (software engineering, machine learning, IT management) from the 2nd and 3rd semesters

Medical Informatics 1 | Lecture/Practical (IL) | Coursecode: 190415103

Medical Standards and Ssemantic Interoperability

5.00

ECTS

3.00

SWS

Theory of medical classification systems, semantic classification systems (SNOMED, SNOMED-CT, …), international classification systems for MTD professions, care, primary care, … Standards for mobile devices (Continua Health Alliance, …)

Public Health and Clinical Research 1 | Lecture/Practical (IL) | Coursecode: 190415107

Clinical Rersearch

5.00

ECTS

3.00

SWS

Design, proposal and conducting of clinical studies, co-operation of participants (pharmaceutical industry, authorities, ethic commission etc.), ethic issues, IT support of procedures in clinical research, implementation and operation of Good Manufacturing Practice (GMP) and Good Laboratory Practice (GLP) systems, audits, national and international admission procedures, guidelines

Public Health and Clinical Research 1 | Lecture/Practical (IL) | Coursecode: 190415106

Public Health and Evidence Based Medicine

5.00

ECTS

3.00

SWS

Population-related diseases and health resources, health reporting, public health (indicators, concepts, results), mortality and morbitity trends, health policy, prevention and promotion, evidence based medicine

Medical Informatics 2 | Lecture/Practical (IL) | Coursecode: 190415203

Electronic Health Records

5.00

ECTS

3.00

SWS

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

Public Health and Clinical Research 2 | Lecture/Practical (IL) | Coursecode: 190415204

Epidemiology

5.00

ECTS

3.00

SWS

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

Social and scientific Skills 1 | Seminar (SE) | Coursecode: 190415202

Change Management

2.50

ECTS

2.00

SWS

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

Social and scientific Skills 1 | Seminar (SE) | Coursecode: 190415201

Cognitive Academic Language Proficiency in eHealth

2.50

ECTS

2.00

SWS

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.

IT-Management in eHealth 1 | Lecture/Practical (IL) | Coursecode: 190415209

IT Management of Healthcare Enterprises – Selected Chapters

5.00

ECTS

4.00

SWS

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

IT-Management in eHealth 1 | Lecture/Practical (IL) | Coursecode: 190415210

IT-Projectmanagement

5.00

ECTS

4.00

SWS

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).

Machine Learning in eHealth 1 | Lecture/Practical (IL) | Coursecode: 190415208

Clinical Decision Support

5.00

ECTS

4.00

SWS

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

Machine Learning in eHealth 1 | Lecture/Practical (IL) | Coursecode: 190415207

in-depth statistical methods

5.00

ECTS

4.00

SWS

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

Software-Engineering für eHealth 1 | Lecture/Practical (IL) | Coursecode: 190415206

Methods in Software Developement and Human Centered Design.

5.00

ECTS

4.00

SWS

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

Software-Engineering für eHealth 1 | Lecture/Practical (IL) | Coursecode: 190415205

Software Architecture

5.00

ECTS

4.00

SWS

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

IT-Management in eHealth 1 | Lecture/Practical (IL) | Coursecode: 190415209

IT Management of Healthcare Enterprises – Selected Chapters

5.00

ECTS

4.00

SWS

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

IT-Management in eHealth 1 | Lecture/Practical (IL) | Coursecode: 190415210

IT-Projectmanagement

5.00

ECTS

4.00

SWS

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).

Machine Learning in eHealth 1 | Lecture/Practical (IL) | Coursecode: 190415208

Clinical Decision Support

5.00

ECTS

4.00

SWS

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

Machine Learning in eHealth 1 | Lecture/Practical (IL) | Coursecode: 190415207

in-depth statistical methods

5.00

ECTS

4.00

SWS

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

IT-Management in eHealth 1 | Lecture/Practical (IL) | Coursecode: 190415209

IT Management of Healthcare Enterprises – Selected Chapters

5.00

ECTS

4.00

SWS

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

IT-Management in eHealth 1 | Lecture/Practical (IL) | Coursecode: 190415210

IT-Projectmanagement

5.00

ECTS

4.00

SWS

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).

Software-Engineering für eHealth 1 | Lecture/Practical (IL) | Coursecode: 190415206

Methods in Software Developement and Human Centered Design.

5.00

ECTS

4.00

SWS

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

Software-Engineering für eHealth 1 | Lecture/Practical (IL) | Coursecode: 190415205

Software Architecture

5.00

ECTS

4.00

SWS

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

Machine Learning in eHealth 1 | Lecture/Practical (IL) | Coursecode: 190415208

Clinical Decision Support

5.00

ECTS

4.00

SWS

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

Machine Learning in eHealth 1 | Lecture/Practical (IL) | Coursecode: 190415207

in-depth statistical methods

5.00

ECTS

4.00

SWS

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

Software-Engineering für eHealth 1 | Lecture/Practical (IL) | Coursecode: 190415206

Methods in Software Developement and Human Centered Design.

5.00

ECTS

4.00

SWS

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

Software-Engineering für eHealth 1 | Lecture/Practical (IL) | Coursecode: 190415205

Software Architecture

5.00

ECTS

4.00

SWS

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

Project Management | Project Thesis (PA) | Coursecode: 190415301

Master Project

10.00

ECTS

1.00

SWS

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.

Social and scientific Skills 2 | Seminar (SE) | Coursecode: 190415303

Health Technology Assessment

2.50

ECTS

2.00

SWS

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

Social and scientific Skills 2 | Seminar (SE) | Coursecode: 190415302

Scientific Communication on Current Issues in Healthcare

2.50

ECTS

2.00

SWS

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

IT-Management in eHealth 2 | Lecture/Practical (IL) | Coursecode: 190415309

Business Process Managment and Clinical Pathways

5.00

ECTS

4.00

SWS

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

IT-Management in eHealth 2 | Lecture/Practical (IL) | Coursecode: 190415308

IT-Servicemanagement

5.00

ECTS

4.00

SWS

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

Machine Learning in eHealth 2 | Lecture/Practical (IL) | Coursecode: 190415306

Advanced Macine Learning and Big Data Analysis

5.00

ECTS

4.00

SWS

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

Machine Learning in eHealth 2 | Lecture/Practical (IL) | Coursecode: 190415307

Advanced Medical Image Processing

5.00

ECTS

4.00

SWS

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

Software-Engineering für eHealth 2 | Lecture/Practical (IL) | Coursecode: 190415305

Development of Medical Software as a Medical Device

5.00

ECTS

4.00

SWS

Regulatory requirements (Medical Devices Act, …)

Software-Engineering für eHealth 2 | Lecture/Practical (IL) | Coursecode: 190415304

IoMT and mHealth

5.00

ECTS

4.00

SWS

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

IT-Management in eHealth 2 | Lecture/Practical (IL) | Coursecode: 190415309

Business Process Managment and Clinical Pathways

5.00

ECTS

4.00

SWS

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

IT-Management in eHealth 2 | Lecture/Practical (IL) | Coursecode: 190415308

IT-Servicemanagement

5.00

ECTS

4.00

SWS

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

Machine Learning in eHealth 2 | Lecture/Practical (IL) | Coursecode: 190415306

Advanced Macine Learning and Big Data Analysis

5.00

ECTS

4.00

SWS

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

Machine Learning in eHealth 2 | Lecture/Practical (IL) | Coursecode: 190415307

Advanced Medical Image Processing

5.00

ECTS

4.00

SWS

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

IT-Management in eHealth 2 | Lecture/Practical (IL) | Coursecode: 190415309

Business Process Managment and Clinical Pathways

5.00

ECTS

4.00

SWS

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

IT-Management in eHealth 2 | Lecture/Practical (IL) | Coursecode: 190415308

IT-Servicemanagement

5.00

ECTS

4.00

SWS

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

Software-Engineering für eHealth 2 | Lecture/Practical (IL) | Coursecode: 190415305

Development of Medical Software as a Medical Device

5.00

ECTS

4.00

SWS

Regulatory requirements (Medical Devices Act, …)

Software-Engineering für eHealth 2 | Lecture/Practical (IL) | Coursecode: 190415304

IoMT and mHealth

5.00

ECTS

4.00

SWS

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

Machine Learning in eHealth 2 | Lecture/Practical (IL) | Coursecode: 190415306

Advanced Macine Learning and Big Data Analysis

5.00

ECTS

4.00

SWS

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

Machine Learning in eHealth 2 | Lecture/Practical (IL) | Coursecode: 190415307

Advanced Medical Image Processing

5.00

ECTS

4.00

SWS

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

Software-Engineering für eHealth 2 | Lecture/Practical (IL) | Coursecode: 190415305

Development of Medical Software as a Medical Device

5.00

ECTS

4.00

SWS

Regulatory requirements (Medical Devices Act, …)

Software-Engineering für eHealth 2 | Lecture/Practical (IL) | Coursecode: 190415304

IoMT and mHealth

5.00

ECTS

4.00

SWS

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

Master Thesis | Master's Thesis (MA) | Coursecode: 190415401

Master Thesis

23.00

ECTS

1.00

SWS

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

Master Thesis | Modul/Final Examination (FA) | Coursecode:

Master´s Exam

2.00

ECTS

0.00

SWS

Master Thesis | Seminar (SE) | Coursecode: 190415402

eHealth Applications Colloquium

5.00

ECTS

2.00

SWS

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