Module

DatumDaM 

 

Tage

ECTS

 

Modul

Modulverantwortung

Dozierende

1

14. - 16.10.21
26. - 27.11.21

5 Days

5 ECTS

Artificial Intelligence (AI) and Machine Learning (ML)

 

Prof. Dr. Joachim Buhmann

Prof. em. Dr. med. Johann Steurer

 

Day 1

  • Introduction to AI and ML
  • Basic ML models

Prof. Dr. med. Emanuela Keller

Dr. Carlos Cotrini

 

Day 2

  • Introduction Deep Learning
  • Programming exercise: simple neural networks on publicily available medical datasets

Dr. Carlos Cotrini

 

Day 3

  • ML for diagnosis of Parkinson's, acute kidney injury, drug discovery
  • AI and text data
  • Applications of AI and ML in pathology diagnostics
  • Predictive genomics data of the future
  • ML in intensive care medicine and neuroscience

Dr. Carlos Cotrini
 

Prof. Dr. med. Michael Krauthammer

Prof. Dr. med. Viktor Kölzer
 

Prof. Dr. Lucas Pelkmans

Prof. Dr. med. Emanuela Keller

 

Day 4

Hurdles for the implementation into clinical practice

  • from the data scientists perspective
  • from the clinical perspective: AI in radiology
  • from the clinical perspective: Regulatory hurdles, how to set-up clinical trial protocols, usability, human-machine interface

 

Dr. Carlos Cotrini

PD Dr. med. Bettina Baessler

Prof. Dr. med. Emanuela Keller

 

Day 5

  • NLP for medicine
  • Presentations and invited talks
  • How ML can be applied in medicine

Prof. Dr. med. Emanuela Keller

Prof. Dr. med. Michael Krauthammer

Dr. Carlos Cotrini

 

       

2

10. - 11.12.21
14. - 15.01.21

4 Tage

4 ECTS

Digital Leadership

Prof. Dr. Jochen Menges

 

 

1 Tag

Change Management und Digital Agility

 

 

1 Tag

Management und Leadership: Methoden im digitalen Wandel, besonders im Bereich Medizin

 

 

1 Tag

Entscheidungs- und Kommunikationsstrukturen, Risiko- und Krisenmanagement

 

 

1 Tag

evt. Projektbeispiel: Smart Hospital

 

 

 

 

 

3

28. - 29.01.22
11. - 12.02.22

4 Tage

4 ECTS

Economic Environment

Prof. Dr. Marek Pycia

 

1 Tag

Markets

  • Markets for medical serices
  • Finances of medical practices
  • Insurance regulations and markets
    Market forces in drug and vaccine development

 

 

1 Tag

Organisation

  • Incentives: incentivizing multiple goals
    Careers in organisations

 

 

1 Tag

Design

  • Kidney exchange and vouchers
  • Nudges for donors and behavioral economics
  • Designing space and user-oriented design

 

 

1 Tag

Data

  • Testing drug and medical practices pre-introductions (basic of statistics and economics)
  • Big data and personalised medizin
  • Privacy including ideas of differential privacy
  • AI expert systems

 

       

4

18. - 19.03.22

2 Tage

2 ECTS

Ethik und Recht

Prof. Dr. Florent Thouvenin (Recht)

PD Dr. Markus Christen (Ethik)

 

1

Ethisches Denken für Führungspersonen

Einführung Datenschutzrecht

Digitale Ethik im Gesundheitsbereich

Künstliche Intelligenz und rechtliche Erfassung

Prof. Dr. Florent Thouvenin

PD Dr. Markus Christen
 

 

1

Exemplarische Fallanalysen aus ethischer und rechtlicher Perspektive

Prof. Dr. Florent Thouvenin

PD Dr. Markus Christen