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Duroux Diane

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Main Referenced Co-authors
Van Steen, Kristel  (11)
Climente-González, Héctor (2)
Haaf, Thomas (2)
Kenis, Gunter (2)
Mastroeni, Diego (2)
Main Referenced Keywords
Molecular Biology (3); Computer Science Applications (2); Spectroscopy (2); Algorithm adaptation (1); Algorithms (1);
Main Referenced Disciplines
Life sciences: Multidisciplinary, general & others (8)
Pharmacy, pharmacology & toxicology (2)
Computer science (1)
Engineering, computing & technology: Multidisciplinary, general & others (1)
Neurology (1)

Publications (total 14)

The most downloaded
333 downloads
Riemens, R. J., Kenis, G., Nolz, J., Chaves, S. C. S., Duroux, D., Pishva, E., Mastroeni, D., Van Steen, K., Haaf, T., & van den Hove, D. L. (2021). Targeted methylation profiling of single laser-capture microdissected post-mortem brain cells by adapted limiting dilution bisulfite pyrosequencing (LDBSP). ORBi-University of Liège. https://orbi.uliege.be/handle/2268/292194. https://hdl.handle.net/2268/292194

The most cited

15 citations (OpenAlex)

Visonà, G., Duroux, D., Miranda, L., Sükei, E., Li, Y., Borgwardt, K., & Oliver, C. (2023). Multimodal learning in clinical proteomics: enhancing antimicrobial resistance prediction models with chemical information. Bioinformatics, 39 (12). doi:10.1093/bioinformatics/btad717 https://hdl.handle.net/2268/317816

Bracher-Smith, M., Melograna, F., Ulm, B., Bellenguez, C., Grenier-Boley, B., Duroux, D., Nevado, A. J., Holmans, P., Tijms, B. M., Hulsman, M., Van Steen, K., Van Duijn, C., & Escott-Price Valentina. (2025). Machine learning in Alzheimer’s disease genetics. Nature Communications, 16 (1), 6726. doi:10.1038/s41467-025-61650-z
Peer Reviewed verified by ORBi

Kumari, P., Van Laethem, T., Duroux, D., Fillet, M., Hubert, P., Sacre, P.-Y., & Hubert, C. (04 September 2023). A multi-target QSRR approach to model retention times of small molecules in RPLC. Journal of Pharmaceutical and Biomedical Analysis, 236, 115690. doi:10.1016/j.jpba.2023.115690
Peer Reviewed verified by ORBi

Duroux, D., & Van Steen, K. (19 March 2023). netANOVA: novel graph clustering technique with significance assessment via hierarchical ANOVA. Briefings in Bioinformatics, 24 (2). doi:10.1093/bib/bbad029
Peer Reviewed verified by ORBi

Visonà, G., Duroux, D., Miranda, L., Sükei, E., Li, Y., Borgwardt, K., & Oliver, C. (2023). Multimodal learning in clinical proteomics: enhancing antimicrobial resistance prediction models with chemical information. Bioinformatics, 39 (12). doi:10.1093/bioinformatics/btad717
Peer Reviewed verified by ORBi

Duroux, D., Wohlfart, C., Van Steen, K., Vladimirova, A., & King, M. (2023). Graph-based multi-modality integration for prediction of cancer subtype and severity. Scientific Reports, 13 (1), 19653. doi:10.1038/s41598-023-46392-6
Peer Reviewed verified by ORBi

Riemens, R. J. M., Kenis, G., Nolz, J., Susano Chaves, S. C., Duroux, D., Pishva, E., Mastroeni, D., Van Steen, K., Haaf, T., & van den Hove, D. L. A. (08 December 2022). Targeted Methylation Profiling of Single Laser-Capture Microdissected Post-Mortem Brain Cells by Adapted Limiting Dilution Bisulfite Pyrosequencing (LDBSP). International Journal of Molecular Sciences, 23 (24), 15571. doi:10.3390/ijms232415571
Peer Reviewed verified by ORBi

Duroux, D., Climente-González, H., Azencott, C.-A., & Van Steen, K. (2022). Interpretable network-guided epistasis detection. GigaScience, 11. doi:10.1093/gigascience/giab093
Peer Reviewed verified by ORBi

Duroux, D. (2022). Heterogeneity between networks in systems biomedicine: detection and remediation [Doctoral thesis, ULiège - Université de Liège]. ORBi-University of Liège. https://orbi.uliege.be/handle/2268/293581

Walakira, A., Ocira, J., Duroux, D., Fouladi, R., Moškon, M., Rozman, D., & Van Steen, K. (2022). Detecting gene–gene interactions from GWAS using diffusion kernel principal components. BMC Bioinformatics, 23 (1), 1-18. doi:10.1186/s12859-022-04580-7
Peer Reviewed verified by ORBi

Duroux, D., Van Steen, K., & Federico Melograna. (22 July 2021). Patient heterogeneity assessments via network-based ANOVA [Poster presentation]. 42nd Conference of the International Society for Clinical Biostatistics (ISCB).
Peer reviewed

Abegaz, F., Van Lishout, F., John, J. M. M., Chiachoompu, K., Bhardwaj, A., Duroux, D., Gusareva, E. S., Wei, Z., Hakonarson, H., & Van Steen, K. (2021). Performance of model-based multifactor dimensionality reduction methods for epistasis detection by controlling population structure. BioData Mining, 14 (1), 1-20. doi:10.1186/s13040-021-00247-w
Peer Reviewed verified by ORBi

Riemens, R. J., Kenis, G., Nolz, J., Chaves, S. C. S., Duroux, D., Pishva, E., Mastroeni, D., Van Steen, K., Haaf, T., & van den Hove, D. L. (2021). Targeted methylation profiling of single laser-capture microdissected post-mortem brain cells by adapted limiting dilution bisulfite pyrosequencing (LDBSP). ORBi-University of Liège. https://orbi.uliege.be/handle/2268/292194.

Duroux, D., Climente-González, H., Wienbrandt, L., Van Steen, K., Maglogiannis, I., Iliadis, L., & Pimenidis, E. (2020). Network Aggregation to Enhance Results Derived from Multiple Analytics. In Artificial Intelligence Applications and Innovations. Springer. doi:10.1007/978-3-030-49161-1_12
Peer reviewed

Duroux, D.* , Héctor Climente-González* , Camargo Fernandez Baca, A., Lars Wienbrandt, David Ellinghaus, Chloe-Agathe Azencott, & Van Steen, K. (14 October 2019). Improving efficiency in epistasis detection with a gene-based analysis using functional filters [Poster presentation]. IGES.
Peer reviewed
* These authors have contributed equally to this work.

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