A two-stage LLM pipeline that converts lymph node MRI patches into structured reports and ranks patients by pairwise text comparisons reached AUC 0.79 on 36 test patients, marginally above ResNet50.
Assessment of lymph node involvement in colorectal cancer,
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LRMR: LLM-Driven Relational Multi-node Ranking for Lymph Node Metastasis Assessment in Rectal Cancer
A two-stage LLM pipeline that converts lymph node MRI patches into structured reports and ranks patients by pairwise text comparisons reached AUC 0.79 on 36 test patients, marginally above ResNet50.