Graph-based multi-modality integration for prediction of cancer subtype and severity
Duroux, Diane, Wohlfart, Christian, Van Steen, Kristel, Vladimirova, Antoaneta, King, Michael
Published in Scientific reports (10.11.2023)
Published in Scientific reports (10.11.2023)
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Detecting gene-gene interactions from GWAS using diffusion kernel principal components
Walakira, Andrew, Ocira, Junior, Duroux, Diane, Fouladi, Ramouna, Moškon, Miha, Rozman, Damjana, Van Steen, Kristel
Published in BMC bioinformatics (01.02.2022)
Published in BMC bioinformatics (01.02.2022)
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netMUG: a novel network-guided multi-view clustering workflow for dissecting genetic and facial heterogeneity
Li, Zuqi, Melograna, Federico, Hoskens, Hanne, Duroux, Diane, Marazita, Mary L, Walsh, Susan, Weinberg, Seth M, Shriver, Mark D, Müller-Myhsok, Bertram, Claes, Peter, Van Steen, Kristel
Published in Frontiers in genetics (06.12.2023)
Published in Frontiers in genetics (06.12.2023)
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Targeted Methylation Profiling of Single Laser-Capture Microdissected Post-Mortem Brain Cells by Adapted Limiting Dilution Bisulfite Pyrosequencing (LDBSP)
Riemens, Renzo J M, Kenis, Gunter, Nolz, Jennifer, Susano Chaves, Sonia C, Duroux, Diane, Pishva, Ehsan, Mastroeni, Diego, Van Steen, Kristel, Haaf, Thomas, van den Hove, Daniël L A
Published in International journal of molecular sciences (08.12.2022)
Published in International journal of molecular sciences (08.12.2022)
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Performance of model-based multifactor dimensionality reduction methods for epistasis detection by controlling population structure
Abegaz, Fentaw, Van Lishout, François, Mahachie John, Jestinah M, Chiachoompu, Kridsadakorn, Bhardwaj, Archana, Duroux, Diane, Gusareva, Elena S, Wei, Zhi, Hakonarson, Hakon, Van Steen, Kristel
Published in BioData mining (19.02.2021)
Published in BioData mining (19.02.2021)
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netANOVA: novel graph clustering technique with significance assessment via hierarchical ANOVA
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Multimodal learning in clinical proteomics: enhancing antimicrobial resistance prediction models with chemical information
Visonà, Giovanni, Duroux, Diane, Miranda, Lucas, Sükei, Emese, Li, Yiran, Borgwardt, Karsten, Oliver, Carlos
Published in Bioinformatics (Oxford, England) (01.12.2023)
Published in Bioinformatics (Oxford, England) (01.12.2023)
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A multi-target QSRR approach to model retention times of small molecules in RPLC
Kumari, Priyanka, Van Laethem, Thomas, Duroux, Diane, Fillet, Marianne, Hubert, Phillipe, Sacré, Pierre-Yves, Hubert, Cédric
Published in Journal of pharmaceutical and biomedical analysis (30.11.2023)
Published in Journal of pharmaceutical and biomedical analysis (30.11.2023)
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DNA methylation profiling of individual neurons isolated from post‐mortem brain tissue using laser capture microdissection and adapted limiting dilution bisulfite pyrosequencing
Riemens, Renzo J.M., Kenis, Gunter, Nolz, Jennifer, Chaves, Sonia C. Susano, Duroux, Diane, Pishva, Ehsan, Mastroeni, Diego, Van Steen, Kristel, Haaf, Thomas, Hove, Daniel L. A.
Published in Alzheimer's & dementia (01.12.2023)
Published in Alzheimer's & dementia (01.12.2023)
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Interpretable network-guided epistasis detection
Duroux, Diane, Climente-González, Héctor, Azencott, Chloé-Agathe, Van Steen, Kristel
Published in Gigascience (04.02.2022)
Published in Gigascience (04.02.2022)
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netMUG: a novel network-guided multi-view clustering workflow for dissecting genetic and facial heterogeneity
Li, Zuqi, Melograna, Federico, Hoskens, Hanne, Duroux, Diane, Marazita, Mary L, Walsh, Susan, Weinberg, Seth M, Shriver, Mark D, Müller-Myhsok, Bertram, Claes, Peter, Van Steen, Kristel
Published in bioRxiv : the preprint server for biology (05.05.2023)
Published in bioRxiv : the preprint server for biology (05.05.2023)
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DISEASE CHARACTERISATION
ETZ HADAR, Ofir, DUROUX, Diane, GILDENBLAT, Jacob, WOHLFART, Christian, KLAIMAN, Eldad, VAN STEEN, Kristel, KING, Michael, VLADIMIROVA, Antoaneta
Year of Publication 18.04.2024
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Year of Publication 18.04.2024
Patent
Interpretable network-guided epistasis detection
Duroux, Diane, Climente-Gonzáles, Héctor, Azencott, Chloé-Agathe, Kristel Van Steen
Published in bioRxiv (22.10.2021)
Published in bioRxiv (22.10.2021)
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Paper
Performance of Model-Based Multifactor Dimensionality Reduction Methods for Epistasis Detection by Controlling Population Structure
Abegaz, Fentaw, Francois van Lishout, Jestinah M. Mahachie John, Chiachoompu, Kridsadakorn, Bhjardwa, Archana, Duroux, Diane, Gusareva, Elena S, Wei, Zhi, Hakonarson, Hakon, Kristel Van Steen
Published in BioData Mining (25.01.2021)
Published in BioData Mining (25.01.2021)
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