Kristel Van Steen

20 papers Journal 18Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
Assessing Random Forest self-reproducibility for optimal short biomarker signature discovery.
Briefings Bioinform.
Ahmed Debit, Christophe Poulet, Claire Josse, Guy Jerusalem, Chloé-Agathe Azencott, Vincent Bours, Kristel Van Steen
2025 J jnl
Clustering individuals using INMTD: a novel versatile multi-view embedding framework integrating omics and imaging data.
Bioinform.
Zuqi Li, Sam F. L. Windels, Noël Malod-Dognin, Seth M. Weinberg, Mary L. Marazita, Susan Walsh, Mark D. Shriver, David W. Fardo, Peter Claes, Natasa Przulj, Kristel Van Steen
2024 J jnl
Novel multi-omics deconfounding variational autoencoders can obtain meaningful disease subtyping.
Briefings Bioinform.
Zuqi Li, Sonja Katz, Edoardo Saccenti, David W. Fardo, Peter Claes, Vítor A. P. Martins dos Santos, Kristel Van Steen, Gennady V. Roshchupkin
2023 J jnl
netANOVA: novel graph clustering technique with significance assessment via hierarchical ANOVA.
Briefings Bioinform.
Diane Duroux, Kristel Van Steen
2022 J jnl
Correction: Confounding of linkage disequilibrium patterns in large scale DNA based gene-gene interaction studies.
BioData Min.
Marc Joiret, Jestinah M. Mahachie John, Elena S. Gusareva, Kristel Van Steen
2022 J jnl
Detecting gene-gene interactions from GWAS using diffusion kernel principal components.
BMC Bioinform.
Andrew Walakira, Junior Ocira, Diane Duroux, Ramouna Fouladi, Miha Moskon, Damjana Rozman, Kristel Van Steen
2022 J jnl
Polymorphisms in the mTOR-PI3K-Akt pathway, energy balance-related exposures and colorectal cancer risk in the Netherlands Cohort Study.
BioData Min.
Colinda C. J. M. Simons, Leo J. Schouten, Roger W. L. Godschalk, Frederik-Jan van Schooten, Monika Stoll, Kristel Van Steen, Piet A. van den Brandt, Matty P. Weijenberg
2021 J jnl
Performance of model-based multifactor dimensionality reduction methods for epistasis detection by controlling population structure.
BioData Min.
Fentaw Abegaz, François Van Lishout, Jestinah M. Mahachie John, Kridsadakorn Chaichoompu, Archana Bhardwaj, Diane Duroux, Elena S. Gusareva, Zhi Wei, Hakon Hakonarson, Kristel Van Steen
2020 — conf
Multi-omics Data and Analytics Integration in Ovarian Cancer.
AIAI (2)
Archana Bhardwaj, Kristel Van Steen
2020 — conf
Network Aggregation to Enhance Results Derived from Multiple Analytics.
AIAI (1)
Diane Duroux, Héctor Climente-González, Lars Wienbrandt, Kristel Van Steen
2019 J jnl
Confounding of linkage disequilibrium patterns in large scale DNA based gene-gene interaction studies.
BioData Min.
Marc Joiret, Jestinah M. Mahachie John, Elena S. Gusareva, Kristel Van Steen
2019 J jnl
IPCAPS: an R package for iterative pruning to capture population structure.
Source Code Biol. Medicine
Kridsadakorn Chaichoompu, Fentaw Abegaz, Sissades Tongsima, Philip James Shaw, Anavaj Sakuntabhai, Luísa Pereira, Kristel Van Steen
2019 J jnl
Principals about principal components in statistical genetics.
Briefings Bioinform.
Fentaw Abegaz, Kridsadakorn Chaichoompu, Emmanuelle Génin, David W. Fardo, Inke R. König, Jestinah M. Mahachie John, Kristel Van Steen
2016 J jnl
A roadmap to multifactor dimensionality reduction methods.
Briefings Bioinform.
Damian Gola, Jestinah M. Mahachie John, Kristel Van Steen, Inke R. König
2015 J jnl
Letter to the Editor: On the term 'interaction' and related phrases in the literature on Random Forests.
Briefings Bioinform.
Anne-Laure Boulesteix, Silke Janitza, Alexander Hapfelmeier, Kristel Van Steen, Carolin Strobl
2015 J jnl
gammaMAXT: a fast multiple-testing correction algorithm.
BioData Min.
François Van Lishout, Francesco Gadaleta, Jason H. Moore, Louis Wehenkel, Kristel Van Steen
2013 J jnl
A robustness study of parametric and non-parametric tests in model-based multifactor dimensionality reduction for epistasis detection.
BioData Min.
Jestinah M. Mahachie John, François Van Lishout, Elena S. Gusareva, Kristel Van Steen
2013 J jnl
An efficient algorithm to perform multiple testing in epistasis screening.
BMC Bioinform.
François Van Lishout, Jestinah M. Mahachie John, Elena S. Gusareva, Víctor Urrea, Isabelle Cleynen, Emilie Théâtre, Benoît Charloteaux, Malu Luz Calle, Louis Wehenkel, Kristel Van Steen
2012 J jnl
Travelling the world of gene-gene interactions.
Briefings Bioinform.
Kristel Van Steen
2010 J jnl
mbmdr: an R package for exploring gene-gene interactions associated with binary or quantitative traits.
Bioinform.
Malu Luz Calle, Víctor Urrea, Núria Malats, Kristel Van Steen