Author

Najoua Rouani

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Review Open access Oct 2026

Major Vascular Injury During Laparoscopic Cholecystectomy: The Vasculobiliary Injury Cascade

A mechanism-specific account of prevention separating arterial misidentification from portal dissection injury, a three-layer defence integrating anatomical recognition, operative decision-making and technology, and a management approach of early recognition and timely referral rather than improvised repair are derived...

Najoua Rouani, A. Gemini, Nouman Darsif et al. · Livers · 0 citations

Review Open access Oct 2026

Artificial Intelligence in Pancreatic Cancer: From Predictive Performance to Clinical Translation

Background: Artificial intelligence (AI) is now applied across the pancreatic ductal adenocarcinoma (PDAC) pathway, yet the literature has grown faster than the evidence needed to act on it. The question is not whether an algorithm can predict an endpoint, but whether it yields information reliable, generalizable, and...

I. Khan, A. Belhaj, A. Gemini et al. · Cancers · 0 citations