Agenda

June 2nd, 2025

Time
Activity
8:30 - 8:40
Opening Remarks

8:40 - 9:10 Individual-Specific Networks: Bridging population data and personalized insights for advanced patient subtyping
Kristel Van Steen
Université de Liège
9:10 - 9:40 AI for multi-omic network fusion to personalize medicine
Nataša Pržulj
Mohamed bin Zayed University of Artificial Intelligence
9:40 - 10:00 Network-Based Clustering of Cytokine Profiles Reveals Inflammatory Heterogeneity in ICU Patients with Severe Unexplained Epileptic Seizures
Martin Guillemaud, M. Chavez, V. Navarro, Lawrence J. Hirsch, A. Hanin
Paris Brain Institute, INRIA, Sorbonne University
10:00 - 10:20 Using Knowledge Graphs for post-COVID Drug Repurposing
Alejandro Adriaque Lozano, Hasan Balci, Martina Kutmon
Maastricht University
10:20 - 10:30
Poster Session 1

10:30 - 11:00
Coffee Break

11:00 - 11:30
Anna Niarakis
Centre for Integrative Biology (CBI) of Toulouse
11:30 - 12:00 Understanding multiscale factors in disease towards digital twins from a network science perspective
Luis M. Rocha
Binghamton University
12:00 - 12:20 Deep integrative multilayer network-based analysis of rare neuromuscular disorders reveals overlapping multiscale endotypes involved in cardiac and skeletal muscle myopathies
Iker Núñez-Carpintero, Jörg Menche, Julia Guthrie
Ludwig Boltzmann Institute for Network Medicine at the University of Vienna
12:20 - 14:30
Lunch Break

14:30 - 15:00 Guiding gene regulatory process inference by domain knowledge
Rebekka Burkholtz
CISPA Helmholtz Center for Information Security
15:00 - 15:30
Marco Manca
SCImPULSE, BioDynaMo
15:30 - 15:50 CoCoGraph: A collaborative constrained graph diffusion model for the generation of realistic synthetic molecules.
Manuel Ruiz-Botella, Roger Guimerà, Marta Sales-Pardo
Universitat Rovira i Virgili
15:50 - 16:00
Poster Session 2

16:00 - 16:30
Coffee Break

16:30 - 17:00 Multi-modal learning for single-cell data integration
Laura Cantini
Institut Pasteur
17:00 - 17:20 SiSaNA: A Python-based command line interface for Single Sample Network Analysis
Nolan Newman, Tatiana Belova, and Marieke Kuijjer
Norwegian Center for Molecular Medicine (University of Oslo)
17:20 - 17:40 Node-layer duality reveals latent brain network disruptions in Alzheimer’s disease
Charley Presigny, Marie-Constance Corsi, and Fabrizio de Vico Fallani
Inria - Paris Brain Institute
17:40 - 18:20 How can network science inform AI biomedical applications?
Panel Discussion

18:20 - 18:30
Closing Remarks