  | 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 Dataset: 10.1016/j.dib.2022.108017 |
  | 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 |
 | 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. (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 |
 | 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 |
 | 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. |
 | 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 |
 | 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 International Publishing. 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. |