Tolou Shadbahr
20212023

Research activity per year

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Personal profile

Curriculum vitae

Educations:

  • (2016-2019) MSc in Life Science - Bioinformatics Major, Aalto University, Espoo, Finland
    • thesis title: Application of variation of sparse non-linear CCA for feature selection in cancer cell lines sensitivity prediction
  • (2013-2016) MSc in Computer Science, Åbo Akademi University, Turku, Finland
    • thesis title: Quantitative refinement of EGFR signaling pathway

Work Experiences:

  • (05.2020-04.2022) Research Assistant, Network pharmacology for personalized medicine, University
    of Helsinki, Finland
  • (2017-2019) Research Assistant, Kernel Methods, Pattern Analysis, and Computational Metabolomics (KEPACO) research GROUP, Aalto University - Helsinki Institute for Information Technology, Espoo, Finland
  • (2014-2016) Research Assistant, Computational Biomodeling Laboratory (Combio), Åbo Akademi University, Turku, Finland
  • Teaching in courses such as Data Science, Machine Learning Basic Principles, Kernel Methods In Machine Learning, and Informatics Approaches for Life Science Omics.

Research Interests:

  • Machine Learning and Data Science for medical and biological data
  • Prognoses and Diagnoses with AI
  • Multi-modals 
  • Precision Medicine
  • Drug Sensitivity and Resistance

External positions

Department of computer science; Research assistant and master student., Aalto University

1 May 201715 May 2020

Fields of Science

  • 113 Computer and information sciences
  • Data Science
  • Machine Learning
  • Statistical modelling
  • Computational systems biology
  • Computational systems medicine

International and National Collaboration

Publications and projects within past five years.