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Francesca Pia Panaccione

2 papers indexed

arxivcs.LGcs.AIcs.CV2026-07-23

M$^3$-Gen: Interpretable Multimodal Generation of Gene Expression Profiles Using Clinical and Imaging Data

Francesca Pia Panaccione, Carlo Sgaravatti, Marco Venere

Integrating heterogeneous biomedical data, including clinical metadata, histopathology images, and molecular profiles, is crucial for comprehensive disease understanding. However, gene expression data acquisition remains constrained by high costs and privacy concerns, limiting it…

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arxivcs.CVcs.AIcs.LG2026-06-27

Evidence-Based Text-Conditioned 3D CT Synthesis for Ovarian Cancer

Francesca Pia Panaccione, Eugenio Lomurno, Francesca Fati, Carlotta Pecchiari, Marina Rosanu, Luigi De Vitis, et al.

Ovarian cancer is frequently diagnosed at an advanced stage, making preoperative contrast-enhanced computed tomography (CT) central to staging and surgical planning; yet the scarcity of annotated imaging data, compounded by privacy regulations, limits the development of generaliz…

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