| A new method for exploring gene–gene and gene–environment interactions in GWAS with tree ensemble methods and SHAP values PV Johnsen, S Riemer-Sørensen, AT DeWan, ME Cahill, M Langaas BMC bioinformatics 22, 1-29, 2021 | 44 | 2021 |
| Inferring feature importance with uncertainties with application to large genotype data PV Johnsen, I Strümke, M Langaas, AT DeWan, S Riemer-Sørensen PLOS Computational Biology 19 (3), e1010963, 2023 | 3 | 2023 |
| Inferring feature importance with uncertainties in high-dimensional data PV Johnsen, I Strümke, S Riemer-Sørensen, AT DeWan, M Langaas arXiv preprint arXiv:2109.00855, 2021 | 1 | 2021 |
| Recency-Weighted Temporally-Segmented Ensemble for Time-Series Modeling PV Johnsen, E Bøhn, S Eidnes, F Remonato, S Riemer-Sørensen arXiv preprint arXiv:2403.02150, 2024 | | 2024 |
| SafetyCage: A misclassification detector for feed-forward neural networks PV Johnsen, F Remonato Northern Lights Deep Learning Conference 2024, 2023 | | 2023 |
| Saddlepoint approximations to score test statistics in logistic regression for analyzing genome‐wide association studies PV Johnsen, Ø Bakke, T Bjørnland, AT DeWan, M Langaas Statistics in Medicine 42 (16), 2746-2759, 2023 | | 2023 |
| Explainability and validity of statistical methods for genome-wide association studies: Extending Shapley-based explanation methods and adapting saddlepoint approximations PV Johnsen NTNU, 2022 | | 2022 |
| Saddlepoint approximations in binary genome-wide association studies PV Johnsen, Ø Bakke, T Bjørnland, AT DeWan, M Langaas arXiv preprint arXiv:2110.04025, 2021 | | 2021 |
| Stochastic modelling and analysis of neutral tumor evolution.-Can neutral tumor evolution be inferred from real data? PV Johnsen NTNU, 2018 | | 2018 |
