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- Fredrik Johansson
Fredrik Johansson
Postdoctoral Research Fellow
Data Science och AI (DSAI 3)-
Applying machine learning to high-dimensional proteomics datasets for the identification of Alzheimer's disease
biomarkers
Christoffer Ivarsson Orrelid, Oscar Rosberg, Sophia Weiner, Fredrik Johansson, Johan Gobom, Henrik Zetterberg, Newton Mwai, Lena Stempfle
FLUIDS AND BARRIERS OF THE CNS - 2025 -
The impact of austerity on children: Uncovering effect heterogeneity by political, economic, and family factors in low- and middle-income
countries
Adel Daoud, Fredrik Johansson
Social Science Research - 2024 -
Patterns in the Sequential Treatment of Patients With Rheumatoid Arthritis Starting a Biologic or Targeted Synthetic Disease-Modifying Antirheumatic Drug: 10-Year Experience From a US-Based
Registry
Anton Matsson, Daniel H. Solomon, Margaux M. Crabtree, Ryan W. Harrison, Heather J. Litman, Fredrik Johansson
ACR Open Rheumatology - 2024 -
MINTY: Rule-based models that minimize the need for imputing features with missing
values
Lena Stempfle, Fredrik Johansson
International Conference on Artificial Intelligence and Statistics - 2024 -
Pure Exploration in Bandits with Linear
Constraints
Emil Carlsson, Debabrota Basu, Fredrik Johansson, Devdatt Dubhashi
International Conference on Artificial Intelligence and Statistics - 2024 -
How Should We Represent History in Interpretable Models of Clinical
Policies?
Anton Matsson, Lena Stempfle, Yaochen Rao, Zachary R. Margolin, Heather J. Litman, Fredrik Johansson
Proceedings of Machine Learning Research - 2024 -
Active preference learning for ordering items in- and
out-of-sample
Herman Bergström, Emil Carlsson, Devdatt Dubhashi, Fredrik Johansson
Advances in Neural Information Processing Systems - 2024 -
IncomeSCM: From tabular data set to time-series simulator and causal estimation
benchmark
Fredrik Johansson
Advances in Neural Information Processing Systems - 2024