Towards modeling evolving longitudinal health trajectories with a transformer-based deep learning model

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• Finished

  CLISHEAT/Marttinen: Green and digital healthcare

  Marttinen, P. (Principal investigator), Gao, Y. (Project Member), Moen, H. (Project Member) & John, T. (Project Member)

  EU The Recovery and Resilience Facility (RRF)

  01/01/2023 → 31/12/2025

  Project: RCF Academy Project targeted call

  • Large Language Model 100%
  • Deep Learning Method 63%
  • Annotation 26%
  • Feature Extraction 25%
  • Training Data 25%

• INTERVENE: International consortium for integrative genomics prediction

  Kaski, S. (Principal investigator), Moen, H. (Project Member), Cui, T. (Project Member), Raj, V. (Project Member), Safinianaini, N. (Project Member), Wharrie, S. (Project Member) & Mäkinen, L. (Project Member)

  01/01/2021 → 31/12/2025

  Project: EU H2020 Framework program

  • Deep Learning Method 100%
  • Large Language Model 60%
  • Neural Network 47%
  • Machine Learning 42%
  • Learning System 42%

• -: Finnish Center for Artificial Intelligence

  Kaski, S. (Principal investigator)

  01/01/2019 → 31/12/2022

  Project: Academy of Finland: Other research funding

  • Reinforcement Learning 100%
  • Learning System 89%
  • Machine Learning 85%
  • Bayesian 75%
  • Approximation (Algorithm) 64%