Machine learning models integrating 2D and 3D intratumoral heterogeneity features from multi-sequence MRI: accurate prediction of perineural invasion in pancreatic ductal adenocarcinoma.

Journal: Frontiers in artificial intelligence •

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How to Cite this Article

Ouyang Z, Song Z, Li Z, et al. (2026). "Machine learning models integrating 2D and 3D intratumoral heterogeneity features from multi-sequence MRI: accurate prediction of perineural invasion in pancreatic ductal adenocarcinoma.". Frontiers in artificial intelligence. https://doi.org/10.3389/frai.2026.1975752