2 papers
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.NE2025
A Step towards Interpretable Multimodal AI Models with MultiFIX
Mafalda Malafaia, Thalea Schlender, Tanja Alderliesten +1
Real-world problems are often dependent on multiple data modalities, making multimodal fusion essential for leveraging diverse information sources. In high-stakes domains, such as…