Lecture: Mathematics for Clinical Decision Support

The lecture (LSF) will be taught in English and addresses Master and PhD students in Mathematics or related fields. There is a short movie as a teaser for the lecture.

Information

We will use a hybrid or virtual format, with videos of the lectures that can be asynchronically assessed. Discussions and exercises take either place in presence or using Zoom.

  • Lecture with 4+2 SWS and 9 ECTS-Credits
  • Lecturers and ; practical exercises
Content

It will survey mathematical concepts for clinical decision support systems and apply them to models of biological/medical problems. We shall also address medical content for non-specialists (mathematicians).

A preliminary table of contents is the following.

  • Modeling
  • CDS Case Studies (most from oncology and cardiology)
  • Simulation
  • Sensitivity Analysis
  • Parameter and State Estimation
  • Identifiability
  • Optimization
  • Optimal Control
  • Experimental Design
  • Dual Control
  • Machine Learning

Practical exercises will complement the lecture.

Requirements

Mathematical basics (Analysis and Linear Algebra) and programming skills.

Questions?

Feel free to send me an email with general questions and let me know if you plan to attend the lecture:

  • Jun 22nd 2021, Andreas Himmel succesfully defended his PhD thesis on "Optimization-based Operation Strategy and Storage Design for Coupled Processes".

...more

Prof. Dr. Sebastian Sager
Head of MathOpt group
at the Institute of Mathematical Optimization
at the Faculty of Mathematics
at the Otto-von-Guericke University Magdeburg

Universitätsplatz 2, 02-224
39106 Magdeburg, Germany

: +49 391 67 58745
:

Susanne Heß

Universitätsplatz 2, 02-201
39106 Magdeburg, Germany

: +49 391 67 58756
:

  • Jun 22nd 2021, Andreas Himmel succesfully defended his PhD thesis on "Optimization-based Operation Strategy and Storage Design for Coupled Processes".

...more

Prof. Dr. Sebastian Sager
Head of MathOpt group
at the Institute of Mathematical Optimization
at the Faculty of Mathematics
at the Otto-von-Guericke University Magdeburg

Universitätsplatz 2, 02-224
39106 Magdeburg, Germany

: +49 391 67 58745
:

Susanne Heß

Universitätsplatz 2, 02-201
39106 Magdeburg, Germany

: +49 391 67 58756
: