Author

V. Guarrasi

2 papers indexed here

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Open access Sep 2026

Benchmarking foundation models for tumor segmentation across multiple cancer types

Tumor segmentation is a core task in medical image analysis, with direct implications for diagnosis, treatment planning, and disease monitoring. Whether promptable foundation models are mature enough for heterogeneous oncological scenarios remains an open question. We present a multi-cancer benchmark spanning lung, liv...

M. Tortora, Elena Mulero Ayllón, Filippo Ruffini et al. · Scientific Reports · 0 citations

Preprint Aug 2026

Compositional Cross-Modality Translation via Whole-Volume Multitask Latent Flow Matching

Cross-modality medical image translation can reduce the burden of multi-modal acquisitions, yet the field remains constrained by two coupled limitations: methods operate on 2D slices or 3D patches rather than whole volumes, and train a separate model for each translation task. Both stem from a single cause, the absence...

Daniele Molino, Alessio Zoboli, Camillo Maria Caruso et al. · 0 citations