Fredrik Johansson
Deputy Director, Chalmers AI Research Centre (CHAIR) at Chalmers University of Technology
Gothenburg, Sweden
Summary
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Senior🎓
Top SchoolFredrik Johansson is an associate professor and Deputy Director at the Chalmers AI Research Centre, leading the Healthy AI Lab to improve machine learning for better decision-making in healthcare. With nine years of experience spanning a PhD from Chalmers, postdoctoral research at MIT, and visiting positions at NYU and Columbia, he focuses on causality, generalization, and applications to epidemiology and clinical care. His work bridges theory and practice, advancing methods that make predictive models more robust and trustworthy in clinical settings. Fredrik combines academic leadership with hands-on research, steering interdisciplinary teams to translate methodological advances into real-world healthcare insights. Outside academia he has toured internationally as a guitarist with Swedish pop band Theo Berndt, an unexpected creative outlet that complements his analytical rigor. Based in Gothenburg, Sweden, he is known for pairing deep technical expertise with a pragmatic drive to improve patient outcomes.
9 years of coding experience
7 years of employment as a software developer
Doctor of Philosophy - PhD, Computer Science, Doctor of Philosophy - PhD, Computer Science at Chalmers University of Technology
English, Swedish
Github Skills (2)
regression10
machine-learning8
Programming languages (1)
Github contributions (5)
clinicalml/cfrnet
Jul 2016 - May 2020
Counterfactual Regression
Contributions:26 commits, 23 pushes, 1 branch in 3 years 10 months
regressionmachine-learningcounterfactual
oddrose/oddrose.github.io
Oct 2016 - Jan 2022
Contributions:96 pushes, 1 branch in 5 years 4 months
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