Do doctors that take a medication prescribe it more often?
2025, FIMM, DSGE Lab, PhD projectColaboration with Jakob German, PhD student at the DSGE Lab
Script: GitHub
Large language models improve transferability of electronic health record-based predictions across countries and coding systems
2024, FIMM, DSGE LabCollaboration with Matthias Kirchler, PhD stundent at HPI, Germany
Script: GitHub
Pre-print: MedRxiv
Paper: currently under review
Clinical and genetic characterization of non-optimal triptan response among migraine patients
2024, FIMM, DSGE LabCollaboration with Ettore Brenna, master student from University of Milano-Bicocca, Italy
Script: GitHub
Paper: currently submitting to journals
A graph neural network approach for disease prediction based on a nationwide pedigree
2023-2024, FIMM, DSGE LabThe project failed but here is the script: GitHub
Presentations
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High-throughput analysis on family pedigree data in the FinRegistry project
Centre of Excellence in Complex Disease Genetics (CECDG) Day 2024, Helsinki, Finland -
A graph neural network approach for disease prediction based on a nationwide pedigree in over 6 Million individuals with extensive health information
American Society of Human Genetics (ASHG) conference 2023, Washington D.C, USA
Detailed Longitudinal 2.0 script
2024, FIMM, DSGE LabScript: GitHub