Aufbau

Programmaufbau

DatumDaM 

 

Tage

ECTS

 

Modul

Modulverantwortung

Dozierende

1

01. - 03.09.22
16. - 17.09.22

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

07. - 08.10.22
21. - 22.10.22

4 Tage

4 ECTS

Digital Leadership

Prof. Dr. Jochen Menges

 

 

1 Tag

Smart leaders: Leadership im digitalen Wandel

 

 

1 Tag

Smart leaders: Leadership im digitalen Wandel

 

 

1 Tag

Smart hospitals - Digitalisierung von Organisationen

 

 

1 Tag

Smart connections: Menschlich handeln im digitalisierten Gesundheitswesen

 

 

 

 

 

3

11. - 12.11.22
25. - 26.11.22

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

09. - 10.12.22

 

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
 

       
19.01.2023   Abschlussfeier