Ernst Ahlberg Helgee

发表

Modifications to p-Values of Conformal Predictors

Lars Carlsson, Henrik Boström, Ulf Johansson, 2015, SLDS.

Improving machine learning in early drug discovery

Lars Carlsson, Ernst Ahlberg Helgee, Claus Bendtsen, 2017, Annals of Mathematics and Artificial Intelligence.

Automatic Filtering and Substantiation of Drug Safety Signals

Laura Inés Furlong, Scott Boyer, José Luís Oliveira, 2012, PLoS Comput. Biol..

Using Conformal Prediction to Prioritize Compound Synthesis in Drug Discovery

Lars Carlsson, Henrik Boström, Tuve Löfström, 2017, COPA.

Accurate Hit Estimation for Iterative Screening Using Venn-ABERS Predictors

Lars Carlsson, Paolo Toccaceli, Ulf Johansson, 2019, J. Chem. Inf. Model..

Localized Heuristic Inverse Quantitative Structure Activity Relationship with Bulk Descriptors Using Numerical Gradients

Scott Boyer, Lars Carlsson, Ernst Ahlberg Helgee, 2013, J. Chem. Inf. Model..

Using Venn-Abers predictors to assess cardio-vascular risk

Lars Carlsson, Ernst Ahlberg Helgee, Ruben Buendia, 2018, COPA.

Handling Small Calibration Sets in Mondrian Inductive Conformal Regressors

Lars Carlsson, Henrik Boström, Ulf Johansson, 2015, SLDS.

Improving Drug Discovery Decision Making using Machine Learning and Graph Theory in QSAR Modeling

Ernst Ahlberg Helgee, 2010 .

Venn-Abers predictors for improved compound iterative screening in drug discovery

Thierry Kogej, Lars Carlsson, Ola Engkvist, 2018, COPA.

A Method for Automated Molecular Optimization Applied to Ames Mutagenicity Data

Scott Boyer, Lars Carlsson, Ernst Ahlberg Helgee, 2009, J. Chem. Inf. Model..

Evaluation of Quantitative Structure-Activity Relationship Modeling Strategies: Local and Global Models

Scott Boyer, Lars Carlsson, Ulf Norinder, 2010, J. Chem. Inf. Model..

Interpretation of Conformal Prediction Classification Models

Ola Spjuth, Lars Carlsson, Ernst Ahlberg Helgee, 2015, SLDS.

Computational Derivation of Structural Alerts from Large Toxicology Data Sets

Scott Boyer, Lars Carlsson, Ernst Ahlberg Helgee, 2014, J. Chem. Inf. Model..

Interpretation of Nonlinear QSAR Models Applied to Ames Mutagenicity Data

Scott Boyer, Lars Carlsson, Ernst Ahlberg Helgee, 2009, J. Chem. Inf. Model..

Integrated Decision Support for Assessing Chemical Liabilities

Ola Spjuth, Scott Boyer, Lars Carlsson, 2011, J. Chem. Inf. Model..

Evaluating different approaches to calibrating conformal predictive systems

Lars Carlsson, Henrik Boström, Ernst Ahlberg Helgee, 2020, COPA.

Comparing Performance of Different Inductive and Transductive Conformal Predictors Relevant to Drug Discovery

Lars Carlsson, Ernst Ahlberg Helgee, Claus Bendtsen, 2017, COPA.

Current application of conformal prediction in drug discovery

Lars Carlsson, Ernst Ahlberg Helgee, Claus Bendtsen, 2017, Annals of Mathematics and Artificial Intelligence.

Retrain or not retrain: Conformal test martingales for change-point detection pdf

Alexander Gammerman, Lars Carlsson, Vladimir Vovk, 2021, COPA.

Machine Learning Strategies When Transitioning between Biological Assays

Ola Spjuth, Ernst Ahlberg Helgee, Tobias Noeske, 2021, J. Chem. Inf. Model..

Drug-Induced Acute Myocardial Infarction: Identifying ‘Prime Suspects’ from Electronic Healthcare Records-Based Surveillance System

Scott Boyer, Martijn J. Schuemie, Jordi Mestres, 2013, PloS one.

Correction: Automatic Filtering and Substantiation of Drug Safety Signals

Scott Boyer, Jan A. Kors, Laura I. Furlong, 2012, PLoS Computational Biology.

Evaluation of updating strategies for conformal predictive systems in the presence of extreme events

Ernst Ahlberg Helgee, L. Carlsson, Henrik Boström, 2021, COPA.

Current application of conformal prediction in drug discovery

Ernst Ahlberg Helgee, L. Carlsson, C. Bendtsen, 2017, Annals of Mathematics and Artificial Intelligence.