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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Yuval Mirkin

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Review Open access Sep 2026

Artificial intelligence assessment of Parkland's grading scale in laparoscopic cholecystectomy: a step toward real-world outcome prediction.

Routine real-world use of a surgical artificial-intelligence (AI) platform has led us to adopt Parkland's Grading Scale (PGS) for disease-severity in laparoscopic cholecystectomy (LC). We evaluated model performance in estimating PGS and explored correlations with surgical outcomes. The platform routinely video-capture...

Yuval Mirkin, M. Ortenzi, E. Nizri et al. · 0 citations

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