Article
When survival models fail: An interpretable anomaly-detection approach for high-risk phenotypes in resected solid pseudopapillary tumors.
Surgery - 1 Sept 2026
Ricci Claudio, Alberici Laura, D'Ambra Vincenzo, Ingaldi Carlo, Fichera Marco, Casarotto Martina, Pisani Federico, Casadei Riccardo
Abstract excerpt
BACKGROUND: Solid pseudopapillary tumor of the pancreas is a rare neoplasm with an excellent prognosis after resection. Conventional survival models are unreliable because of the low number of cancer-specific deaths. This study aimed to identify clinicopathologic patterns associated with the "high-risk phenotype" through an interpretable anomaly-detection framework. METHODS: Patients undergoing pancreatic...
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