Fredrik Svensson

LightGBM: An Effective and Scalable Algorithm for Prediction of Chemical Toxicity–Application to the Tox21 and Mutagenicity Data Sets

Jin Zhang, Dániel Mucs, Ulf Norinder et al. · Journal of Chemical Information and Modeling · 2019 · 238 citations

Two genes encoding immune-regulatory molecules (LAG3 and IL7R) confer susceptibility to multiple sclerosis

Z Zhang, Kristina Duvefelt, Fredrik Svensson et al. · Genes and Immunity · 2005 · 134 citations

Immunogenetics, Autoimmune Disease, Allergy +11

Virtual Screening Data Fusion Using Both Structure- and Ligand-Based Methods

Fredrik Svensson, Anders Karlén, Christian Sköld · Journal of Chemical Information and Modeling · 2011 · 86 citations

Pharmaceutical Research, Engineering, Hit Identification +19

eMolTox: prediction of molecular toxicity with confidence

Changge Ji, Fredrik Svensson, Azedine Zoufir et al. · Bioinformatics · 2018 · 70 citations · Full text

Conformal Regression for Quantitative Structure–Activity Relationship Modeling—Quantifying Prediction Uncertainty

Fredrik Svensson, Natália Aniceto, Ulf Norinder et al. · Journal of Chemical Information and Modeling · 2018 · 67 citations · Full text

Engineering, Machine Learning, Bioactivity Predictions +16