Capturing the dynamics of microbial interactions through individual-specific networks B Yousefi, F Melograna, G Galazzo, N van Best, M Mommers, J Penders, ... Frontiers in microbiology 14, 1170391, 2023 | 6 | 2023 |
Individual-specific networks for prediction modelling–a scoping review of methods M Gregorich, F Melograna, M Sunqvist, S Michiels, K Van Steen, ... BMC Medical Research Methodology 22 (1), 62, 2022 | 4 | 2022 |
Edge and modular significance assessment in individual-specific networks F Melograna, Z Li, G Galazzo, N van Best, M Mommers, J Penders, ... Scientific Reports 13 (1), 7868, 2023 | 2 | 2023 |
Detecting genetic interactions with visible neural networks A van Hilten, F Melograna, B Fan, WJ Niessen, K van Steen, ... bioRxiv, 2024.02. 27.582086, 2024 | 1 | 2024 |
netMUG: a novel network-guided multi-view clustering workflow for dissecting genetic and facial heterogeneity Z Li, F Melograna, H Hoskens, D Duroux, ML Marazita, S Walsh, ... Frontiers in Genetics 14, 1286800, 2023 | 1 | 2023 |
Network medicine-based epistasis detection in complex diseases: ready for quantum computing M Hoffmann, JM Poschenrieder, M Incudini, S Baier, A Fitz, A Maier, ... Medrxiv, 2023 | 1 | 2023 |
PLEX. I: a tool to discover features in multiplex networks that reflect clinical variation B Yousefi, F Firoozbakht, F Melograna, B Schwikowski, K Van Steen Frontiers in Genetics 14, 1274637, 2023 | 1 | 2023 |
Capturing the dynamics of microbiomes using individual-specific networks B Yousefi, F Melograna, G Galazzo, N van Best, M Mommers, J Penders, ... bioRxiv, 2023.01. 22.525058, 2023 | 1 | 2023 |
A python library for the fast and scalable computation of biologically meaningful individual specific networks G Lalli, Z Li, F Melograna, J Collier, Y Moreau, D Raimondi, K Van Steen Scientific Reports 14 (1), 18243, 2024 | | 2024 |
ISN-tractor: a python library for the fast and scalable computation of biologically meaningful Individual-Specific Networks G Lalli, Z Li, F Melograna, J Collier, Y Moreau, D Raimondi, K Van Steen | | 2024 |
Individual-specific Networks and Representation Learning to Capture Dynamics of Microbiome interactions B Yousefi, F Melograna, G Galazzo, N Van Best, M Mommers, J Penders, ... Genetic Epidemiology 46 (7), 517-517, 2022 | | 2022 |
Edge and Modular Significance Assessment in Individual Specific Network F Melograna, F Stella, K Van Steen Genetic Epidemiology 45 (7), 776-777, 2021 | | 2021 |
Novel Analysis Pipeline for Microbiome Data Via Individual-Specific Networks F Melograna, D Duroux, G Galazzo, N Van Best, M Mommers, J Penders, ... Genetic Epidemiology 45 (7), 795-795, 2021 | | 2021 |
Patient heterogeneity assessments via network-based ANOVA D Duroux, K Van Steen, F Melograna 42nd Conference of the International Society for Clinical Biostatistics (ISCB), 2021 | | 2021 |