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Künstliche Intelligenz für die Medizin

Die künstliche Intelligenz (KI) wird auch die Medizin zukünftig prägen. Die Möglichkeiten sind extrem weitreichend - der medizinsiche Einsatz hat aber auch seine Besonderheiten. Der Bereich Medizintechnik der FH Dortmund nutzt Methoden der KI und entwickelt diese speziell im Hinblick auf den medizinsichen Einsatz weiter.

Fast facts

About the project

Background

Artificial intelligence (AI) methods and machine learning in particular are playing an increasingly important role in medicine, as they have the potential to utilize the increasing amount of available data for more efficient diagnostic and therapeutic procedures. Unlike in other applications, however, it is not only the "content-related performance" that plays a decisive role with regard to medical use, but also the interpretability, individualization and approval issues.

Own priorities

In various projects, we are working on the use and further development of artificial intelligence methods to improve medical care. Particular attention is paid to the above-mentioned aspects of interpretability, individualization and approval issues. Our own work covers feature extraction, selection and classification/clustering. Specific examples are

  • the automated evaluation of sleep phases,
  • therapy recommendation systems,
  • the early detection/prediction of medical emergencies and
  • ECG processing.

Literature

(Exemplary selection of own works on the topic)

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