Predicting with confidence: using conformal prediction in drug discovery J Alvarsson, SA McShane, U Norinder, O Spjuth Journal of Pharmaceutical Sciences 110 (1), 42-49, 2021 | 97 | 2021 |
A confidence predictor for logD using conformal regression and a support-vector machine M Lapins, S Arvidsson, S Lampa, A Berg, W Schaal, J Alvarsson, O Spjuth Journal of cheminformatics 10, 1-10, 2018 | 56 | 2018 |
Predicting off-target binding profiles with confidence using conformal prediction S Lampa, J Alvarsson, S Arvidsson Mc Shane, A Berg, E Ahlberg, ... Frontiers in pharmacology 9, 1256, 2018 | 36 | 2018 |
In silico prediction of volume of distribution of drugs in man using conformal prediction performs on par with animal data-based models U Fagerholm, S Hellberg, J Alvarsson, S Arvidsson McShane, O Spjuth Xenobiotica 51 (12), 1366-1371, 2021 | 23 | 2021 |
Assessing the calibration in toxicological in vitro models with conformal prediction A Morger, F Svensson, S Arvidsson McShane, N Gauraha, U Norinder, ... Journal of Cheminformatics 13 (1), 35, 2021 | 21 | 2021 |
Prediction of Metabolic Transformations using Cross Venn-ABERS Predictors S Arvidsson, O Spjuth, L Carlsson, P Toccaceli Conformal and Probabilistic Prediction and Applications, 118-131, 2017 | 11 | 2017 |
Machine learning strategies when transitioning between biological assays S Arvidsson McShane, E Ahlberg, T Noeske, O Spjuth Journal of Chemical Information and Modeling 61 (7), 3722-3733, 2021 | 8 | 2021 |
Predicting target profiles with confidence as a service using docking scores L Ahmed, H Alogheli, SA McShane, J Alvarsson, A Berg, A Larsson, ... Journal of Cheminformatics 12, 1-11, 2020 | 3 | 2020 |
Automating model building in ligand-based predictive drug discovery using the Spark framework S Arvidsson | 3 | 2015 |
CPSign-Conformal Prediction for Cheminformatics Modeling SA McShane, U Norinder, J Alvarsson, E Ahlberg, L Carlsson, O Spjuth bioRxiv, 2023.11. 21.568108, 2023 | 2 | 2023 |
CPSign: conformal prediction for cheminformatics modeling S Arvidsson McShane, U Norinder, J Alvarsson, E Ahlberg, L Carlsson, ... Journal of Cheminformatics 16 (1), 75, 2024 | 1 | 2024 |
Disease phenotype prediction in multiple sclerosis S Herman, SA McShane, C Zjukovskaja, PE Khoonsari, A Svenningsson, ... Iscience 26 (6), 2023 | 1 | 2023 |
Nya dispenseringstekniker för feromoner: För ett hållbart jordbruk S Arvidsson, T Berglund, A Ehrenborg, P Ghiassi Tari, S Ledent, ... | 1 | 2012 |
CPSign: conformal prediction for cheminformatics modeling SA McShane, U Norinder, J Alvarsson, E Ahlberg, L Carlsson, O Spjuth Journal of Cheminformatics 16, 2024 | | 2024 |
Confidence Predictions in Pharmaceutical Sciences S Arvidsson McShane Acta Universitatis Upsaliensis, 2023 | | 2023 |
MaRe: Container-Based Parallel Computing with Data Locality. M Capuccini, SZ Toor, S Arvidsson, O Spjuth CoRR, 2018 | | 2018 |
Actors and higher order functions: A Comparative Study of Parallel Programming Language Support for Bioinformatics S Arvidsson | | 2014 |