Author

M. Tortora

2 papers indexed here

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

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

#machine learning Jun 2026

VegSim: A Geospatial World Model for Scenario-Conditioned Vegetation Simulation

VegSim, a geospatial world model for scenario-conditioned vegetation simulation that infers a latent vegetation state from sparse satellite-derived NDVI histories, past meteorological covariates, and static spatial context, propagates it forward under future weather forcing through recurrent latent dynamics, and decode...

Irene Iele, Elena Mulero Ayllon, P. Soda et al. · arXiv.org · 0 citations