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Systems Medicine       

of Infectious Diseases

Research and Consulting Group

Machine Learning for Multiscale Analysis of Biomedical Data

9780128130520

Our research group  seeks new avenues for holistic understanding against infections  at the meeting point of mathematics, machine learning, and infection biology. By integrating multi-scale experimental data, modeling, and the power of computational simulations we aim to:

  • dissect host immune-regulatory mechanisms during acute and chronic infections, and their respective evolution in the host


  • develop multi-scale computational algorithms and  models for decision making  to influence the use of vaccines and drugs


  • tackle antimicrobial resistance

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