| Biomarker discovery studies for patient stratification using machine learning analysis of omics data: a scoping review E Glaab, A Rauschenberger, R Banzi, C Gerardi, P Garcia, J Demotes BMJ open 11 (12), e053674, 2021 | 42 | 2021 |
| Predictive and interpretable models via the stacked elastic net A Rauschenberger, E Glaab, MA van de Wiel Bioinformatics 37 (14), 2012-2016, 2021 | 19 | 2021 |
| Ten quick tips for biomarker discovery and validation analyses using machine learning R Diaz-Uriarte, E Gómez de Lope, R Giugno, H Fröhlich, PV Nazarov, ... PLoS Computational Biology 18 (8), e1010357, 2022 | 18 | 2022 |
| Fast cross-validation for multi-penalty high-dimensional ridge regression MA van de Wiel, MM van Nee, A Rauschenberger Journal of Computational and Graphical Statistics 30 (4), 835-847, 2021 | 17 | 2021 |
| Body-first subtype of Parkinson’s disease with probable REM-sleep behavior disorder is associated with non-motor dominant phenotype L Pavelka, A Rauschenberger, Z Landoulsi, S Pachchek, T Marques, ... Journal of Parkinson's Disease 12 (8), 2561-2573, 2022 | 14 | 2022 |
| Age at onset as stratifier in idiopathic Parkinson’s disease–effect of ageing and polygenic risk score on clinical phenotypes L Pavelka, A Rauschenberger, Z Landoulsi, S Pachchek, P May, E Glaab, ... npj Parkinson's Disease 8 (1), 102, 2022 | 12 | 2022 |
| Sparse classification with paired covariates A Rauschenberger, I Ciocănea-Teodorescu, MA Jonker, RX Menezes, ... Advances in Data Analysis and Classification 14, 571-588, 2020 | 9 | 2020 |
| Predicting correlated outcomes from molecular data A Rauschenberger, E Glaab Bioinformatics 37 (21), 3889-3895, 2021 | 8 | 2021 |
| Retrograde Procedural Memory in Parkinson’s Disease: A Cross-Sectional, Case-Control Study L Pauly, C Pauly, M Hansen, VE Schröder, A Rauschenberger, AK Leist, ... Journal of Parkinson's Disease 12 (3), 1013-1022, 2022 | 7 | 2022 |
| Testing for association between RNA-Seq and high-dimensional data A Rauschenberger, MA Jonker, MA van de Wiel, RX Menezes BMC Bioinformatics 17, 1-8, 2016 | 7 | 2016 |
| Determinants of patient-reported functional mobility in people with Parkinson's disease: A systematic review AM Hanff, C Pauly, L Pauly, A Rauschenberger, AK Leist, KR Krüger, ... Gait & Posture, 2023 | 5 | 2023 |
| Comprehensive blood metabolomics profiling of Parkinson’s disease reveals coordinated alterations in xanthine metabolism EG de Lope, RTJ Loo, A Rauschenberger, M Ali, L Pavelka, TM Marques, ... npj Parkinson's Disease 10 (1), 68, 2024 | 3 | 2024 |
| Converging peripheral blood microRNA profiles in Parkinson's disease and progressive supranuclear palsy L Pavelka, A Rauschenberger, A Hemedan, M Ostaszewski, E Glaab, ... Brain Communications 6 (3), 2024 | 2 | 2024 |
| Cognition and Other Non-Motor Symptoms in an At-Risk Cohort for Parkinson’s Disease Defined by REM-Sleep Behavior Disorder and Hyposmia L Pauly, A Rauschenberger, C Pauly, V Schröder, G Van Cutsem, A Leist, ... Journal of Parkinson's Disease 14 (3), 545-556, 2024 | 2 | 2024 |
| Validation of a Parkinson's disease questionnaire-39-based functional mobility composite score (FMCS) in people with Parkinson's disease AM Hanff, C McCrum, A Rauschenberger, GA Aguayo, MP Zeegers, ... Parkinsonism & Related Disorders 112, 105442, 2023 | 2 | 2023 |
| other | 2* | |
| Retrograde Procedural Memory is impaired in people with Parkinson's Disease with Freezing of Gait L Pauly, C Pauly, M Hansen, V Schröder, A Rauschenberger, A Leist, ... Frontiers in Aging Neuroscience 15, 1296323, 2023 | 1 | 2023 |
| Detecting SNPs with interactive effects on a quantitative trait A Rauschenberger, RX Menezes, MA van de Wiel, NM van Schoor, ... arXiv preprint arXiv:1805.09175, 2018 | 1 | 2018 |
| Predicting dichotomised outcomes from high-dimensional data in biomedicine A Rauschenberger, E Glaab Journal of Applied Statistics 51 (9), 1756-1771, 2024 | | 2024 |
| Penalized regression with multiple sources of prior effects A Rauschenberger, Z Landoulsi, MA van de Wiel, E Glaab Bioinformatics 39 (12), btad680, 2023 | | 2023 |
