A community computational challenge to predict the activity of pairs of compounds M Bansal, J Yang, C Karan, MP Menden, JC Costello, H Tang, G Xiao, ... Nature biotechnology 32 (12), 1213-1222, 2014 | 183 | 2014 |
A transcriptomics data-driven gene space accurately predicts liver cytopathology and drug-induced liver injury P Kohonen, JA Parkkinen, EL Willighagen, R Ceder, K Wennerberg, ... Nature communications 8 (1), 1-15, 2017 | 52 | 2017 |
Probabilistic drug connectivity mapping JA Parkkinen, S Kaski BMC bioinformatics 15 (1), 113, 2014 | 33 | 2014 |
A block model suitable for sparse graphs J Parkkinen, J Sinkkonen, A Gyenge, S Kaski Proceedings of the 7th International Workshop on Mining and Learning with …, 2009 | 30 | 2009 |
Comprehensive data-driven analysis of the impact of chemoinformatic structure on the genome-wide biological response profiles of cancer cells to 1159 drugs SA Khan, A Faisal, JP Mpindi, JA Parkkinen, T Kalliokoski, A Poso, ... BMC bioinformatics 13 (1), 112, 2012 | 28 | 2012 |
Searching for functional gene modules with interaction component models JA Parkkinen, S Kaski BMC Systems Biology 4 (1), 4, 2010 | 27 | 2010 |
Cross-organism toxicogenomics with group factor analysis T Suvitaival, JA Parkkinen, S Virtanen, S Kaski Systems Biomedicine 2 (4), 71-80, 2014 | 7 | 2014 |
A simple infinite topic mixture for rich graphs and relational data J Sinkkonen, J Parkkinen, J Aukia, S Kaski Proc. NIPS Workshop on Analyzing Graphs: Theory and Applications, 2008 | 7 | 2008 |
Graph visualization with latent variable models J Parkkinen, K Nybo, J Peltonen, S Kaski Proceedings of the Eighth Workshop on Mining and Learning with Graphs, 94-101, 2010 | 5 | 2010 |
In vitro toxicogenomics for toxicity prediction R GRAFSTRÖM, P Kohonen, J PARKKINEN, S Kaski | 1 | 2017 |
PhD Thesis: Probabilistic components of molecular interactions and drug responses J Parkkinen Aalto University, 2014 | 1 | 2014 |
Probabilistic toxicogenomics studies in vitro J Parkkinen, R Ceder, E Willighagen, K Wennerberg, S Kaski, ... Toxicology Letters 211, S195, 2012 | 1 | 2012 |
In vitro toxicogenomics for toxicity prediction using probabilistic component modeling and a compound-induced transcriptional response pattern R Grafstrom, P Kohonen, J Parkkinen, S Kaski US Patent 10,665,323, 2020 | | 2020 |
Package ‘sorvi’ L Lahti, J Parkkinen, J Lehtomaki, J Haapanen, J Paananen, E Happonen, ... | | 2015 |
Leo Lahti1, 2, Olli-Pekka Huovilainen1, António Gusmao1 and Juuso Parkkinen1 (1) Dpt. Information and Computer Science, Aalto University, Finland (2) Wageningen University … A Gusmao, J Parkkinen | | 2014 |
Leo Lahti1, 2, Olli-Pekka Huovilainen1, António Gusmao1 and Juuso Parkkinen1 (1) Dpt. Information and Computer Science, Aalto University, Finland (2) Wageningen University … A Gusmao, J Parkkinen | | 2014 |
Leo Lahti1, 2, Olli-Pekka Huovilainen1, António Gusmao1 and Juuso Parkkinen1 (1) Dpt. Information and Computer Science, Aalto University, Finland (2) Wageningen University … A Gusmao, J Parkkinen | | 2013 |
NetResponse: functional network analysis L Lahti, OP Huovilainen, A Gusmao, J Parkkinen | | 2013 |
Cross-organism prediction of drug hepatotoxicity by sparse group factor analysis T Suvitaival, JA Parkkinen, S Virtanen, S Kaski 12th Annual International Conference on Critical Assessment of Massive Data …, 2013 | | 2013 |
Leo Lahti1, 2, Olli-Pekka Huovilainen1, António Gusmao1 and Juuso Parkkinen1 (1) Dpt. Information and Computer Science, Aalto University, Finland (2) Wageningen University … A Gusmao, J Parkkinen | | 2012 |