| Evaluation of O2PLS in Omics data integration S Bouhaddani, J Houwing-Duistermaat, P Salo, M Perola, G Jongbloed, ... BMC bioinformatics 17, 117-132, 2016 | 132 | 2016 |
| Human plasma N-glycosylation as analyzed by matrix-assisted laser desorption/ionization-Fourier transform ion cyclotron resonance-MS associates with markers of inflammation and … KR Reiding, LR Ruhaak, HW Uh, S El Bouhaddani, EB van den Akker, ... Molecular & Cellular Proteomics 16 (2), 228-242, 2017 | 70 | 2017 |
| Integrating omics datasets with the OmicsPLS package S Bouhaddani, HW Uh, G Jongbloed, C Hayward, L Klarić, SM Kiełbasa, ... BMC bioinformatics 19, 1-9, 2018 | 65 | 2018 |
| Multi-omics integration identifies key upstream regulators of pathomechanisms in hypertrophic cardiomyopathy due to truncating MYBPC3 mutations J Pei, M Schuldt, E Nagyova, Z Gu, S El Bouhaddani, L Yiangou, ... Clinical epigenetics 13, 1-20, 2021 | 25 | 2021 |
| Probabilistic partial least squares model: Identifiability, estimation and application S el Bouhaddani, HW Uh, C Hayward, G Jongbloed, ... Journal of Multivariate Analysis 167, 331-346, 2018 | 20 | 2018 |
| Artificial intelligence to enhance clinical value across the spectrum of cardiovascular healthcare SK Gill, A Karwath, HW Uh, VR Cardoso, Z Gu, A Barsky, L Slater, ... European Heart Journal 44 (9), 713-725, 2023 | 15 | 2023 |
| Statistical integration of two omics datasets using GO2PLS Z Gu, S El Bouhaddani, J Pei, J Houwing-Duistermaat, HW Uh BMC bioinformatics 22, 1-18, 2021 | 6 | 2021 |
| Statistical integration of heterogeneous omics data: Probabilistic two-way partial least squares (PO2PLS) S el Bouhaddani, HW Uh, G Jongbloed, J Houwing-Duistermaat Journal of the Royal Statistical Society Series C: Applied Statistics 71 (5 …, 2022 | 3 | 2022 |
| Investigating the impact of Down syndrome on methylation and glycomics with two-stage PO2PLS Z Gu, HW Uh, J Houwing-Duistermaat, S El Bouhaddani Investigating the impact of Down syndrome on Methylation and Glycomics with …, 2021 | 3 | 2021 |
| Digital twins in healthcare: Methodological challenges and opportunities C Meijer, HW Uh, S El Bouhaddani Journal of Personalized Medicine 13 (10), 1522, 2023 | 2 | 2023 |
| Estimation of the effect of surrogate multi-omic biomarkers AM Fuady, J Houwing-Duistermaat, HW Uh, S El Bouhaddani Estimation of the effect of surrogate multi-omic biomarkers, 59-73, 2021 | 2 | 2021 |
| Joint modeling of an outcome variable and integrated omics datasets using GLM-PO2PLS Z Gu, HW Uh, J Houwing-Duistermaat, S el Bouhaddani Journal of Applied Statistics, 1-25, 2024 | | 2024 |
| Statistical integration of multi-omics and drug screening data from cell lines S El Bouhaddani, M Höllerhage, HW Uh, C Moebius, M Bickle, ... PLOS Computational Biology 20 (1), e1011809, 2024 | | 2024 |
| Statistical Integration of Heterogeneous Data with PO2PLS S Bouhaddani, HW Uh, G Jongbloed, J Houwing-Duistermaat arXiv preprint arXiv:2103.13490, 2021 | | 2021 |
| Statistical Integration of Multiple Omics Datasets Using GO2PLS Z Gu, S Bouhaddani, J Pei, J Houwing-Duistermaat, HW Uh bioRxiv, 2020.08. 31.274175, 2020 | | 2020 |
| Integration of high-dimensional omics data using sparse orthogonal 2-way partial least squares Z Gu, S el Bouhaddani, M Harakalova, JJ Houwing-Duistermaat, HW Uh GENETIC EPIDEMIOLOGY 44 (5), 522-522, 2020 | | 2020 |
| Statistical integration of methylation, transcriptome and proteome data in cell lines JJ Houwing-Duistermaat, S el Bouhaddani, HW Uh GENETIC EPIDEMIOLOGY 44 (5), 489-489, 2020 | | 2020 |
| Statistical integration of diverse omics data S Bouhaddani Leiden University, 2020 | | 2020 |
| Multi-omics integration delineates the key regulators and pathomechanisms in hypertrophic cardiomyopathy due to truncating MYBPC3 mutations J Pei, M Schuldt, E Nagyova, Z Gu, S el Bouhaddani, M Jansen, JJA Calis, ... Multi-omics dissection of acquired and inherited heart failure, 101, 2020 | | 2020 |
| The OmicsPLS R Package S el Bouhaddani | | 2018 |
