Showing cs.AIShow all
2 papers · 1 filter
cs.AI2025
Automated and Interpretable Survival Analysis from Multimodal Data
Mafalda Malafaia, Peter A. N. Bosman, Coen Rasch +1
Accurate and interpretable survival analysis remains a core challenge in oncology. With growing multimodal data and the clinical need for transparent models to support validation a…
cs.AI2024
MultiFIX: An XAI-friendly feature inducing approach to building models from multimodal data
Mafalda Malafaia, Thalea Schlender, Peter A. N. Bosman +1
In the health domain, decisions are often based on different data modalities. Thus, when creating prediction models, multimodal fusion approaches that can extract and combine relev…