Synoptic Reporting by Summarizing Cancer Pathology Reports using Large Language Models

Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

1. 1Toward Automating the Summarization of Cancer Pathology Reports Using Large Language Models to Improve Clinical Usability2026 · 2 citations
2. 2Agent-based large language model system for extracting structured data from breast cancer synoptic reports: a dual-validation study2026 · 4 citations
3. 3Performance of large language models for extracting clinical data from breast cancer pathology reports: a systematic review2026 · 3 citations
4. 4Can Large Language Models Reliably Interpret Radiology Reports? A Systematic Evaluation for Tumor Progression Classification2025
5. 5Sovereign Large Language Models for Structured Data Extraction from Pathology Reports: A Perspective for the Clinical Laboratory2026