Coherent Cross-modal Generation of Synthetic Biomedical Data to Advance Multimodal Precision Medicine
Raffaele Marchesi, Nicolò Lazzaro, Walter Endrizzi, Gianluca Leonardi, M. Pozzi, Flavio Ragni, Stefano Bovo, Monica Moroni, Venet Osmani, Giuseppe Jurman
The paper develops a generative framework to synthesize missing modalities in multimodal datasets, validated on cancer data, showing it can maintain predictive model performance on incomplete profiles.
PLoS Computational Biology · Apr 16, 2026Peer-reviewedBioinformatics