Marike van der Leeden


Research Associate, Rehabilitation medicine

Research Associate, Ageing and Vitality

Research focus

Automated text analysis for recovery in COVID-19 patients

Research Description:

Our research aims to recognize, predict and assess the (determinants of) recovery of functioning of COVID-19 patients by using AI techniques. Rich and diverse information, available in Electronic Patient Records encompassing written notes by health care professionals, is automatically harvested using automated text mining techniques. The level of functioning, its progression over time and relevant factors influencing this functioning will be analysed and described using categories of the International Classification of Functioning, Disability and Health (ICF, WHO 2001) relevant for patients.

  • Health challenges
  • Implementation challenges
  • Technological challenges
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