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Author

Steven Richberg

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Review Jul 2026

From Information Extraction to Clinical Reasoning: A Systematic Scoping Review of Large Language Models in Cancer Pathology Reports.

Overall, the evidence suggests that success in lower capability levels does not consistently translate to higher-level reasoning, especially when reports are inconsistent, required staging inputs are missing, or clinical assumptions must be inferred, which helps explain gaps between benchmark results and practical adoption.

Maryam Seifaddini, Mohammad Beheshti, Steven Richberg et al. · 0 citations

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