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Keywords

  • 112 Statistics and probability
  • Bayesian inference
  • Bayesian modelling
  • Bayesian statistics/Mathematical modeling
  • Machine learning
  • Cluster analysis
  • Bioinformatics
  • Markov Chain Monte Carlo
  • Computational statistics
  • Computational biology

International and National Collaboration Publications and projects within past five years.

Publications 2014 2019

DrugComb: an integrative cancer drug combination data portal

Zagidullin, B., Aldahdooh, J. M. F., Zheng, S., Wang, W., Wang, Y., Saad, J., Malyutina, A., Jafari, M., Tanoli, Z-R., Pessia, A. & Tang, J., 8 May 2019, In : Nucleic Acids Research.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
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Drug combination sensitivity scoring facilitates the discovery of synergistic and efficacious drug combinations in cancer

Malyutina, A., Majumder, M. M., Wang, W., Pessia, A., Heckman, C. A. & Tang, J., 20 May 2019, In : PLoS Computational Biology. 15, 5, p. e1006752 19 p., 1006752.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
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Adipose tissue mitochondrial capacity associates with long-term weight loss success

Jokinen, R., Rinnankoski-Tuikka, R., Kaye, S., Saarinen, L., Heinonen, S., Myöhänen, M., Rappou, E., Jukarainen, S., Rissanen, A., Pessia, A., Velagapudi, V., Virtanen, K. A., Pirinen, E. & Pietiläinen, K. H., Apr 2018, In : International Journal of Obesity. 42, 4, p. 817-825 9 p.

Research output: Contribution to journalArticleScientificpeer-review

Convergent amino acid signatures in polyphyletic Campylobacter jejuni subpopulations suggest human niche tropism

Méric, G., McNally, A., Pessia, A., Mourkas, E., Pascoe, B., Mageiros, L., Vehkala, M. E., Corander, J. I. & Shepard, S. K., 1 Mar 2018, In : Genome Biology and Evolution. 10, 3, p. 763-774 12 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
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Kpax3: Bayesian bi-clustering of large sequence datasets

Pessia, A. & Corander, J., 15 Jun 2018, In : Bioinformatics. 34, 12, p. 2132-2133 2 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
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