Publications | RHU Talent

Consensus Enhances Individual Causal Models: a Use Case on Lung Cancer Driven by Cellular Pathways
CMSB 2026 - 24th International Conference on Computational Methods in Systems Biology, Jul 2026, Lisbon, Portugal
Arnaud Lang, Rodrigo Henrique Ramos, Safaa Al-Ali, Mohammad Reza Mousavi, Anna Calissano, Irene Balelli
Beyond CHA²DS²-VASc: Hemodynamic and Morphologic Discriminants for Thrombus Formation and Stroke in Atrial Fibrillation Patients
2026Annals of Biomedical Engineering
Henrik Aasen Kjeldsberg, Josquin Harrison, Maxime Sermesant, Renate B Schnabel, Joakim Sundnes, Kristian Valen-Sendstad
Multi-Channel Causal Variational Autoencoder for multimodal biomedical causal disentanglement
2026Journal of Biomedical Informatics
Safaa Al-Ali, Irene Balelli
Global sensitivity analysis through causal discovery for an electromechanical cardiac model
2026Biomechanics and Modeling in Mechanobiology
Safaa Al-Ali, Jairo Rodríguez-Padilla, Maxime Sermesant, Irene Balelli

Consensus Enhances Individual Causal Models: a Use Case on Lung Cancer Driven by Cellular Pathways