Fanni Ojala
My research interests include machine learning, Bayesian data analysis, likelihood-free inference, survival modeling and the application of the aforementioned methods to bacterial genomics research, such as bacterial colonisation and antimicrobial resistance.
Full researcher profile
https://research.aalto.fi/...
Email
fanni.ojala@aalto.fi
Areas of expertise
Machine learning, Bayesian data analysis, Likelihood-free inference, Survival analysis, Bacterial genomics, Bacterial colonization, Antimicrobial resistance
Honors and awards
Aalto SCI award: Teaching Assistants of the Year 2023
Our teaching assistant (TA) team in the Machine Learning course (CS-C3240) got the Aalto SCI award: Teaching Assistants of the Year 2023.
Award or honor granted for a specific work
Department of Computer Science
Dec 2023
Research groups
- Professorship Marttinen P., Doctoral Researcher
Publications
Basic reproduction number varies markedly between closely related pandemic Escherichia coli clones
Fanni Ojala, Henri Pesonen, Rebecca A. Gladstone, Tommi Mäklin, Gerry Tonkin-Hill, Pekka Marttinen, Jukka Corander
2025
Nature Communications
Bayesian modeling of the impact of antibiotic resistance on the efficiency of MRSA decolonization
Fanni Ojala, Mohamad R. Abdul Sater, Loren G. Miller, James A. McKinnell, Mary K. Hayden, Susan S. Huang, Yonatan H. Grad, Pekka Marttinen
2023
PLoS Computational Biology