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.
Lymph nodes evaluation in rectal cancer: where do we stand and future perspective,
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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.