Digital Transformation in Healthcare

Health Sciences 1 | Lecture/Practical (IL) | Coursecode: M250415105

Public Health and Evidence Based Medicine

5.00

ECTS

3.00

SWS

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

Management and Law 1 | Lecture/Practical (IL) | Coursecode: M250415103

Chang-Management for eHealth

2.50

ECTS

2.00

SWS

General management models Importance of change management in the eHealth sector and contextual factors in the healthcare sector (such as challenges of digitization) Theories and models of change management. Phases of a change process (analysis phase, planning phase, implementation phase and evaluation phase). Dealing with resistance (types of resistance and strategies for overcoming it) In-depth questions in dealing with multi-stakeholder systems in the healthcare sector. Psychological mechanisms in change processes Guest lectures by experts from the healthcare sector with management experience

Management and Law 1 | Lecture/Practical (IL) | Coursecode: M250415104

Data Analysis and Business Intelligence

5.00

ECTS

3.00

SWS

Introduction to data analysis and the importance of BI in healthcare, Statistical methods of data analysis with Python or R (exploratory data analysis, association measures, hypothesis tests, analysis of variance) Data integration and modeling (data sources in healthcare, data quality and cleansing, data harmonization, data warehouse, data lake, ETL and ELT process, OLAP) Reporting and visualization (BI tools, key figures in healthcare, visualization of health data, dashboards, storytelling with data)

Projects 1 | Project Thesis (PA) | Coursecode: M250415101

Introductory Project

2.50

ECTS

0.50

SWS

The course is designed to introduce students to a specific eHealth project topic as quickly as possible at the beginning of their studies. Ideally, project assignments from the Bachelor’s degree program in Health Informatics / eHealth will be expanded to include additional assignment points (change requests).

Scientific Qualification 1 | Seminar (SE) | Coursecode: M250415107

Cognitive Academic Language Proficiency

2.50

ECTS

2.00

SWS

Development of scientific formats relevant to the subject area: poster, data sheet, summary, abstract, critical review, paper. Characteristics of scientific texts in combination with efficient reading techniques. Scientific literature research. Support from AI tools in scientific work.

eHealth Concepts 1 | Lecture/Practical (IL) | Coursecode: M250415102

Medical Standards and Semantic Interoperability

5.00

ECTS

3.00

SWS

Theoretical foundations of classification systems (classifications, nomenclatures, ontologies, …) Overview of classification systems and their applications for medical and nursing documentation (ICD-10, LOINC, DICOM, CDISC, ICPC-2, NANDA, ICF, ATC, …) as well as for other eHealth applications. In-depth aspects of the standards that are important for ELGA Basic tools for integrating information sources Analysis of complex, interdisciplinary use cases in medicine Development of conceptual, semantically interoperable solutions for use cases

eHealth Concepts 1 | Lecture/Practical (IL) | Coursecode: M250415106

User Centeres Design for eHealth

2.50

ECTS

2.00

SWS

UX – Management User Centered Design Process applied in practice UX – Problems in the software development process and how to avoid them Design Systems The usability test remotely and on-site Basics of Interaction Design (IxD) Basics of Information Design Common AI systems and their possibilities in the design process

Digital Transformation in Healthcare 1 | Lecture/Practical (IL) | Coursecode: M250415108

Technological Foundations for eHealth

5.00

ECTS

3.00

SWS

Introduction to computer science Overview of computer systems, basics of programming logic using Python as an example Basics of data structures and basic algorithms and their applications in the eHealth sector Examples from the healthcare sector: e.g. sorting patient files, medication tracking. Introduction to relational databases (SQL basics: SELECT, INSERT, UPDATE). Basics of networks: how the Internet works, IP and protocols. Technical background of typical eHealth applications

Health Sciences 2 | Lecture/Practical (IL) | Coursecode: M250415203

Epidemiology and Clinical Research

5.00

ECTS

3.00

SWS

Nature and applications of epidemiology and clinical research, significance for eHealth, frequency measures in epidemiology: ratios, proportions, rates. Measurement of health and disease (incidence and prevalence), other concepts such as: number needed to treat, relative risk, etc. Overview of the most important epidemiological and clinical study types, statistical aspects such as stratification, bias, confounding, effect modification, multivariate models, meta-analyses. Basics of mathematical modeling of epidemics (SIR model, reproduction number), correlation and causality Regulatory requirements for clinical studies and their significance for the approval of eHealth applications as medical devices, DIGA or similar.

Scientific Qualification 2 | Seminar (SE) | Coursecode: M250415205

Journal Club 1

2.50

ECTS

1.00

SWS

Scientific publications are determined in advance and read by everyone involved. For each paper or similar, there are mentors from the teaching staff. The students subject these publications to a critical evaluation and present their results in groups to the class and in the presence of the mentors.

eHealth Concepts 2 | Lecture/Practical (IL) | Coursecode: M250415201

Data Science for eHealth

5.00

ECTS

3.00

SWS

Basics of data science in healthcare Advanced statistical methods (analysis of variance, multiple linear and logistic regression analysis) Basics of machine learning (supervised, unsupervised and reinforcement learning) Machine learning algorithms (regression and classification, cluster analysis, dimensionality reduction, decision trees, random forest, support vector machine, neural networks) Model selection and evaluation (selection of relevant features, feature engineering, performance metrics) Analysis of time series (visualization, moving average, pattern recognition, anomaly detection)

eHealth Concepts 2 | Lecture/Practical (IL) | Coursecode: M250415202

Electronic Health Records

5.00

ECTS

3.00

SWS

Introduction to electronic health records, history and evolution of EHRs, differences between paper records and EHRs, overview of EHR functions: clinical documentation, order entry, decision support, and research data integration. Architecture and technologies of EHR systems, introduction to openEHR: architecture, archetypes, and templates. Introduction to OMOP (Observational Medical Outcomes Partnership) Overview of CDISC (Clinical Data Interchange Standards Consortium): basic models (SDTM, ODM) and their application in clinical research. In-depth look at openEHR: standardized approaches to clinical information modeling and persistent data storage. Case studies: integrating HL7, FHIR, CDISC, openEHR, and OMOP to harmonize EHR and research data. Privacy, data security, and ethical considerations

eHealth Concepts 2 | Lecture/Practical (IL) | Coursecode: M250415204

Telehealth applications

2.50

ECTS

2.00

SWS

Introduction to telehealth and mHealth, definition and delimitation: telemedicine, telehealth and mobile health solutions (mHealth). The role of mHealth in modern healthcare and its impact on patient care. Overview of telehealth and mHealth technologies: mobile apps, remote patient monitoring and teleconsultations. Evolution and milestones of telehealth and mobile health solutions. Health apps: development, usability, data collection and security. Cloud infrastructure concepts: models (IaaS, PaaS, SaaS), scalability and data storage. Wearable technologies: types, features, data collection and integration with healthcare apps. Digital biomarkers: definition, meaning and applications in remote monitoring and patient care. The use of AI and machine learning in mHealth for predictive analytics and personalized healthcare solutions.

Digital Transformation in Healthcare 2 | Lecture/Practical (IL) | Coursecode: M250415207

Case- and Disease Management

5.00

ECTS

3.00

SWS

Definition and meaning of case and disease management Tasks and roles of the various health professions in case and disease management Case and disease management in the intramural and extramural area IT requirements for the documentation and operation of case and disease management programs Consideration of some examples from Austria and the international environment Development potential in Austria New job profiles for health professions

Digital Transformation in Healthcare 2 | Lecture/Practical (IL) | Coursecode: M250415206

eHealth in primary care

5.00

ECTS

3.00

SWS

Primary care in Austria and international comparison Types of primary care in Austria The role of the various health professions in primary care Specific requirements for practices, group practices and primary care units from an eHealth perspective, such as cross-professional health documentation, data exchange in the care sectors, patient summary, billing of services, connections to telehealth Importance of ICPC-2 and other terminologies for primary care Quality and risk management in primary care Use of secondary data for teaching, research and public health

Management and Law 2 | Lecture/Practical (IL) | Coursecode: M250415305

Advanced Security and Privacy

2.50

ECTS

2.00

SWS

Introduction to information security How symmetric and asymmetric encryption works and what it is used for How hash functions work and what it is used for, MAC, digital signatures, digital certificates Introduction to identity management Practical insights: Green Pass Practical insights: Application areas of blockchain Introduction to business continuity management Introduction to information security risk management Introduction to information security management

Management and Law 2 | Lecture/Practical (IL) | Coursecode: M250415304

IT Law and Software as a Medical Device

2.50

ECTS

2.00

SWS

Introduction to IT law, basics of IT law, legal working techniques: legal thinking and argumentation, teaching legal methodology, comparative law. Legislation and legal sources: national legislation, European legislation, international norms and standards. Network and Information Security (NIS), General Data Protection Regulation (GDPR). Software as a medical device: classification of software, regulatory requirements, liability and product safety EU Artificial Intelligence Act (AI Act): introduction to the AI ​​Act, requirements for AI systems in healthcare European Health Data Space (EHDS): objectives and contents of the EHDS, legal requirements and challenges of the EHDS, outlook on new legislation, technological and regulatory trends

Management and Law 2 | Lecture/Practical (IL) | Coursecode: M250415302

Reimbursement Systems in the Healthcare Sector

2.50

ECTS

2.00

SWS

Forms of remuneration such as individual service billing, flat-rate fees, variable budgets, flat-rate fees per person, etc. in the healthcare system and their incentive effects on the actors or service providers. Overview of remuneration systems in various sectors of the healthcare system (hospitals, primary care, private services, etc.). Insights into the design of fees and tariffs in Austria and comparable countries. Austria’s LKF system and international topics such as: DRG, DIGA, EBM, etc. Documentation and data requirements, billing processes.

Projects 2 | Project Thesis (PA) | Coursecode: M250415301

Master-Project

7.50

ECTS

1.00

SWS

A task relevant to eHealth is to be worked on by groups of students in the form of a project. The topics are either suggested by students in collaboration with a company specific to the industry or by the course from the teaching and research topics. The results can be prototypes, preliminary studies, feasibility studies or similar. The topic can also be further worked on in the master’s thesis.

Scientific Qualification 3 | Seminar (SE) | Coursecode: M250415306

Journal Club 2

2.50

ECTS

1.00

SWS

Scientific publications are determined in advance and read by everyone involved. For each paper or similar, there are mentors from the teaching staff. The students subject these publications to a critical evaluation and present their results in groups to the class and in the presence of the mentors.

eHealth Concepts 3 | Lecture/Practical (IL) | Coursecode: M250415303

Advanced SNOMED and FHIR

2.50

ECTS

2.00

SWS

Principles of FHIR: resources, RESTful API and extensions. Data modeling with FHIR: resources, profiles and value sets. Implementation guidelines and FHIR servers. Practical applications: integrating FHIR into EHRs and healthcare apps. Introducing SNOMED CT as a clinical terminology system. Structure: concepts, relationships and descriptions. Mappings and integration with other standards (e.g. ICD, LOINC, ICPC-2). Other emerging interoperability standards Integration of FHIR and SNOMED: challenges and solutions. Case studies: successful implementations in healthcare systems. Current research on healthcare standards and trends

Digital Transformation in Healthcare 3 | Lecture/Practical (IL) | Coursecode: M250415307

Business Process Management and Clinical Pathways

5.00

ECTS

3.00

SWS

Concept of evidence-based medicine (EBM) and evidence-based nursing (EBN) Guideline/Directive/Clinical Pathway – Implications of guideline-based medicine for the use of process and quality management methods in the healthcare sector Use of guidelines for guideline creation based on ÖNORM K 1920 Discussion of different qualities of guidelines and guidelines for different groups Effectiveness of clinical pathways – influence on outcome, processes and costs In-depth questions and practice of the content using sample data sets and SOPs from domestic hospital groups (analysis of processes, finding optimization potential, modeling of processes)

Digital Transformation in Healthcare 3 | Project Thesis (PA) | Coursecode: M250415308

Case Studies on Digital Transformation in Healthcare

5.00

ECTS

0.50

SWS

Course in the field of study: “Digital Transformation in Health Care”. Theoretical foundations of digital transformation and differentiation from digitization. In project groups, the analog documentation or care processes selected in advance with stakeholders in the healthcare sector are analyzed and at least conceptually converted into digital processes. The focus is on process management with a focus on the possibilities of disruptive change through new technologies and consistent compliance with medical standards such as FHIR, HL7, IHE, etc. A concrete technical implementation is not sought, but rather a prototype concept that can serve as the basis for a technical implementation.

Master's Thesis and Master's Examination DTH | Master's Thesis (MA) | Coursecode: M250415401

Master Thesis DTH

25.00

ECTS

0.50

SWS

Conducting a thesis, also at master’s level, on an eHealth topic that can be assigned to the “Digital Health Technologies” field of study. Topics can be suggested by students – preferably from the internship – or by teachers, possibly in collaboration with eHealth-related companies or institutions. The work must meet the scientific criteria that apply at the institute and must have a technical part that is at least designed as a demonstrator or prototype.

Master's Thesis and Master's Examination DTH | Modul/Final Examination (FA) | Coursecode: M250415403

Master's Examination DTH

2.50

ECTS

0.00

SWS

Examination of Master’s thesis and selected teaching areas

Master's Thesis and Master's Examination DTH | Seminar (SE) | Coursecode: M250415402

Seminar on the Master's Thesis DTH

2.50

ECTS

1.00

SWS

Regular progress and coordination meetings with the supervisors

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.

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.

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