69 citations · 1.1k across the 120 of their papers we have counts for
4 papers · 1 filter
Identification of structural features in chemicals associated with cancer drug response: A systematic data-driven analysis
Suleiman A Khan, Seppo Virtanen, Olli P Kallioniemi +3
Motivation: Analysis of relationships of drug structure to biological response is key to understanding off-target and unexpected drug effects, and for developing hypotheses on how…
Bayesian Information Sharing Between Noise And Regression Models Improves Prediction of Weak Effects
Jussi Gillberg, Pekka Marttinen, Matti Pirinen +5
We consider the prediction of weak effects in a multiple-output regression setup, when covariates are expected to explain a small amount, less than , of the variance of…
Retrieval of Experiments with Sequential Dirichlet Process Mixtures in Model Space
Ritabrata Dutta, Sohan Seth, Samuel Kaski
We address the problem of retrieving relevant experiments given a query experiment, motivated by the public databases of datasets in molecular biology and other experimental scienc…
Exploration and retrieval of whole-metagenome sequencing samples
Sohan Seth, Niko Välimäki, Samuel Kaski +1
Over the recent years, the field of whole metagenome shotgun sequencing has witnessed significant growth due to the high-throughput sequencing technologies that allow sequencing ge…