New methods in predictive metabolism. - Scott Boyer; Ismael Zamora (J. Comput. Aided Mol. Des., 2002)

Practical Approaches to the Development of Biomedical Informatics: the INFOBIOMED Network of Excellence. - Hans-Peter Eich; Guillermo de la Calle; Carlos Díaz; Scott Boyer; A. S. Peña; Bruno G. Loos; Peter Ghazal; Inge Bernstein (MIE, 2005)

Ligand-Based Approach to In Silico Pharmacology: Nuclear Receptor Profiling. - Jordi Mestres; Lidia Martín-Couce; Elisabet Gregori-Puigjané; Montserrat Cases; Scott Boyer (J. Chem. Inf. Model., 2006)

Development, interpretation and temporal evaluation of a global QSAR of hERG electrophysiology screening data. - Claire L. Gavaghan; Catrin Hasselgren Arnby; Niklas Blomberg; Gert Strandlund; Scott Boyer (J. Comput. Aided Mol. Des., 2007)

Generation of in-silico cytochrome P450 1A2, 2C9, 2C19, 2D6, and 3A4 inhibition QSAR models. - Matthew Paul Gleeson; Andrew M. Davis; Kamaldeep K. Chohan; Stuart Paine; Scott Boyer; Claire L. Gavaghan; Catrin Hasselgren Arnby; Cecilia Kankkonen; Nan Albertson (J. Comput. Aided Mol. Des., 2007)

Reaction Site Mapping of Xenobiotic Biotransformations. - Scott Boyer; Catrin Hasselgren Arnby; Lars Carlsson; James Smith 002; Viktor Stein; Robert C. Glen (J. Chem. Inf. Model., 2007)

Interpretation of Nonlinear QSAR Models Applied to Ames Mutagenicity Data. - Lars Carlsson; Ernst Ahlberg Helgee; Scott Boyer (J. Chem. Inf. Model., 2009)

A Method for Automated Molecular Optimization Applied to Ames Mutagenicity Data. - Ernst Ahlberg Helgee; Lars Carlsson; Scott Boyer (J. Chem. Inf. Model., 2009)

Use of historic metabolic biotransformation data as a means of anticipating metabolic sites using MetaPrint2D and Bioclipse. - Lars Carlsson; Ola Spjuth; Samuel E. Adams; Robert C. Glen; Scott Boyer (BMC Bioinform., 2010)

Evaluation of Quantitative Structure-Activity Relationship Modeling Strategies: Local and Global Models. - Ernst Ahlberg Helgee; Lars Carlsson; Scott Boyer; Ulf Norinder (J. Chem. Inf. Model., 2010)

AZOrange - High performance open source machine learning for QSAR modeling in a graphical programming environment. - Jonna C. Stålring; Lars Carlsson; Pedro Almeida; Scott Boyer (J. Cheminformatics, 2011)

Integrated Decision Support for Assessing Chemical Liabilities. - Ola Spjuth; Martin Eklund; Ernst Ahlberg Helgee; Scott Boyer; Lars Carlsson (J. Chem. Inf. Model., 2011)

Application of Conformal Prediction in QSAR. - Martin Eklund; Ulf Norinder; Scott Boyer; Lars Carlsson (AIAI (2), 2012)

Automatic Filtering and Substantiation of Drug Safety Signals. - Anna Bauer-Mehren; Erik M. van Mulligen; Paul Avillach; María del Carmen Carrascosa; Ricard García-Serna; Janet Piñero González; Bharat Singh; Pedro Lopes 002; José Luís Oliveira; Gayo Diallo; Ernst Ahlberg Helgee; Scott Boyer; et al. (PLoS Comput. Biol., 2012)

Localized Heuristic Inverse Quantitative Structure Activity Relationship with Bulk Descriptors Using Numerical Gradients. - Jonna C. Stålring; Pedro Almeida; Lars Carlsson; Ernst Ahlberg Helgee; Catrin Hasselgren Arnby; Scott Boyer (J. Chem. Inf. Model., 2013)

Choosing Feature Selection and Learning Algorithms in QSAR. - Martin Eklund; Ulf Norinder; Scott Boyer; Lars Carlsson (J. Chem. Inf. Model., 2014)

Computational Derivation of Structural Alerts from Large Toxicology Data Sets. - Ernst Ahlberg Helgee; Lars Carlsson; Scott Boyer (J. Chem. Inf. Model., 2014)

Introducing Conformal Prediction in Predictive Modeling. A Transparent and Flexible Alternative to Applicability Domain Determination. - Ulf Norinder; Lars Carlsson; Scott Boyer; Martin Eklund (J. Chem. Inf. Model., 2014)

Assessment of Machine Learning Reliability Methods for Quantifying the Applicability Domain of QSAR Regression Models. - Marko Toplak; Rok Mocnik; Matija Polajnar; Zoran Bosnic; Lars Carlsson; Catrin Hasselgren Arnby; Janez Demsar; Scott Boyer; Blaz Zupan; Jonna C. Stålring (J. Chem. Inf. Model., 2014)

The application of conformal prediction to the drug discovery process. - Martin Eklund; Ulf Norinder; Scott Boyer; Lars Carlsson (Ann. Math. Artif. Intell., 2015)