Multidisciplinary artificial intelligence systems versus single-model approaches for the diagnosis and management of ileus and volvulus

Multidisciplinary AI systems that combine specialized models for different clinical areas significantly outperform a single AI model in terms of diagnostic accuracy, guideline consistency, and decision alignment for ileus and volvulus. These results indicate that task-specific AI integration could improve clinical support, but further validation is needed before its routine use.