Staffan Arvidsson

Predicting With Confidence: Using Conformal Prediction in Drug Discovery

Jonathan Alvarsson, Staffan Arvidsson, Ulf Norinder et al. · Journal of Pharmaceutical Sciences · 2020 · 107 citations · Full text

A confidence predictor for logD using conformal regression and a support-vector machine

Maris Lapins, Staffan Arvidsson, Samuel Lampa et al. · Journal of Cheminformatics · 2018 · 60 citations · Full text

Assessing the calibration in toxicological in vitro models with conformal prediction

Andrea Morger, Fredrik Svensson, Staffan Arvidsson et al. · Journal of Cheminformatics · 2021 · 24 citations · Full text

<i>In silico</i> prediction of volume of distribution of drugs in man using conformal prediction performs on par with animal data-based models

Urban Fagerholm, Sven Hellberg, Jonathan Alvarsson et al. · Xenobiotica · 2021 · 22 citations

Machine Learning Strategies When Transitioning between Biological Assays

Staffan Arvidsson, Ernst Ahlberg, Tobias Noeske et al. · Journal of Chemical Information and Modeling · 2021 · 14 citations · Full text