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Page 1
Strain design optimization using reinforcement learning.
Sabzevari M, Szedmak S, Penttilä M, Jouhten P, Rousu J. Sabzevari M, et al. Among authors: szedmak s. PLoS Comput Biol. 2022 Jun 3;18(6):e1010177. doi: 10.1371/journal.pcbi.1010177. eCollection 2022 Jun. PLoS Comput Biol. 2022. PMID: 35658018 Free PMC article.
Modeling drug combination effects via latent tensor reconstruction.
Wang T, Szedmak S, Wang H, Aittokallio T, Pahikkala T, Cichonska A, Rousu J. Wang T, et al. Among authors: szedmak s. Bioinformatics. 2021 Jul 12;37(Suppl_1):i93-i101. doi: 10.1093/bioinformatics/btab308. Bioinformatics. 2021. PMID: 34252952 Free PMC article.
Learning with multiple pairwise kernels for drug bioactivity prediction.
Cichonska A, Pahikkala T, Szedmak S, Julkunen H, Airola A, Heinonen M, Aittokallio T, Rousu J. Cichonska A, et al. Among authors: szedmak s. Bioinformatics. 2018 Jul 1;34(13):i509-i518. doi: 10.1093/bioinformatics/bty277. Bioinformatics. 2018. PMID: 29949975 Free PMC article.
Towards structured output prediction of enzyme function.
Astikainen K, Holm L, Pitkänen E, Szedmak S, Rousu J. Astikainen K, et al. Among authors: szedmak s. BMC Proc. 2008 Dec 17;2 Suppl 4(Suppl 4):S2. doi: 10.1186/1753-6561-2-s4-s2. BMC Proc. 2008. PMID: 19091049 Free PMC article.
Diversity priors for learning early visual features.
Xiong H, Rodríguez-Sánchez AJ, Szedmak S, Piater J. Xiong H, et al. Among authors: szedmak s. Front Comput Neurosci. 2015 Aug 12;9:104. doi: 10.3389/fncom.2015.00104. eCollection 2015. Front Comput Neurosci. 2015. PMID: 26321941 Free PMC article.