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Stefania Di Napoli on Muck Rack

Stefania Di Napoli

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Articles

Preoperative prediction model of lymphovascular space invasion in endometrial cancer using ultrasound indicators and foundation model-based features: a multicenter study

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By Rosanna Mancari, Gennaro Cormio, Samantha Bove, Debora Cafaro, Maria Colomba Comes, Annarita Fanizzi, Vera Loizzi, Andrea Lupo, Enrico Vizza, Raffaella Massafra, Francesca Arezzo, Erica Lasaracina, Stefania Di Napoli, Maria Laura Zagaria, Antonella Zanotti, Laura Grazia Zompì
| Nature Verified
Abstract Preoperative assessment of lymphovascular space invasion (LVSI) in endometrial cancer remains unreliable, as biopsy samples are often superficial and fragmented. However, knowledge of this parameter in the preoperative setting could be clinically relevant for surgical planning and risk stratification. Most imaging-based predictive models rely on magnetic resonance imaging, whereas ultrasound, despite being widely available and low cost, has been scarcely explored for this purpose.
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