Jonna Stålring

Assessment of Machine Learning Reliability Methods for Quantifying the Applicability Domain of QSAR Regression Models

Marko Toplak, Rok Močnik, Matija Polajnar et al. · Journal of Chemical Information and Modeling · 2014 · 65 citations

Engineering, Machine Learning, Machine Learning Tool +23

Exploring In Silico Prediction of the Unbound Brain-to-Plasma Drug Concentration Ratio: Model Validation, Renewal, and Interpretation

Srinidhi Varadharajan, Susanne Winiwarter, Lars Carlsson et al. · Journal of Pharmaceutical Sciences · 2014 · 48 citations

Silico Prediction, Neuroimaging Biomarkers, Model Validation +13

AZOrange - High performance open source machine learning for QSAR modeling in a graphical programming environment

Jonna Stålring, Lars Carlsson, Pedro Almeida et al. · Journal of Cheminformatics · 2011 · 44 citations · Full text

Deconvoluting Kinase Inhibitor Induced Cardiotoxicity

Sarah D. Lamore, Ernst Ahlberg, Scott Boyer et al. · Toxicological Sciences · 2017 · 39 citations · Full text

Mechanobiology, Cardiovascular Toxicity, Cardiomyopathy +14

QSAR with experimental and predictive distributions: an information theoretic approach for assessing model quality

David Wood, Lars Carlsson, Martin Eklund et al. · Journal of Computer-Aided Molecular Design · 2013 · 38 citations · Full text

Engineering, Machine Learning, Data Science +21