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Prof. Dr. Fabian Theis

Director of the Computational Health Center, Director of the Institute for Computational Biology

"With AI we can imagine a future where diagnosing and treating diseases is more affordable, widely available, and thus more democratic."

"With KI we can imagine a future where diagnosing and treating diseases is more affordable, widely available, and thus more democratic."

Academic career and research areas

Fabian Theis uses artificial intelligence to uncover the secret of human cells. How do they interact, and what's going wrong at the cellular level whene someone falls ill? By using single-cell Sequencing, he and his team are able to model the variety of cells and their activities. machine learning and deep learning are also used to help make predictions in biology and biomedicine.

Fabian Holds two Master's Degrees in Mathematics and Physics, as well as two Doctores in Physics and Computer Science.

Fabian’s career began as head of the research group “Signal Processing and Information Theory” at the Institute for Biophysics in Regensburg. As a Bernstein Fellow, he took charge of a junior researcher group at the Bernstein Center for Computational Neuroscience at the Max Planck Institute for Dynamics and Self-Organization in Göttingen in 2006. One year later he became head of a task force at the Institute for Bioinformatics at Helmholtz Munich, and then after two years he was Extracurricular Professor for Mathematics in System Biology at the TU Munich.

Fabian then served as a guest scientist in various international positions, such as the Department of Architecture and Computer Technology of the University of Granada, Spain; the RIKEN Brain Science Institute in Wako, Japan; at FAMU/FSU in Florida, USA; and at TUAT’s Laboratory for Signal and Image Processing in Tokyo, Japan.

Fabian now leads the Computational Health Center at Helmholtz Munich, where six institutes are researching the relationship between artificial intelligence and health. He also chairs the Mathematical Modeling of Biological Systems program at the Technical University of Munich. As Science Director at HelmholtzAI, Fabian Theis coordinates various initiatives and networks, including:

  • Analysis Working Group of the Human Cell Atlas
  • Network “SingleCellOmics Germany” (SCOG)
  • Munich School for Data Science (MUDS)
  • ELLIS Munich for outstanding researchers to give them the opportunity to link top research with the founding of start-ups and industry impacts.

Focus areas, skills, expertise

Artificial intelligence  Big DataDeep learning Machine learningSingle-cell analysisBiostatisticsCell mappingDynamic systemsStochastic modeling

 

Honors and Awards

2022
ERC Advanced Grant
2021
Hamburger Wissenschaftspreis
2017
Erwin Schrödinger Preis
2010
ERC Starting Grant

What does Big Data do for medicine?

Fabian Theis on Schwanke meets Science

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Selected publications