Published June 4, 2026 | Version 1.1.0

VLMvsDL: metadata-reliance audit for vision-language models in CT lung nodule malignancy prediction

Description

Code, prompts, exemplar IDs, per-sample predictions, metadata-control outputs, statistical scripts, and manuscript source for auditing metadata reliance in Gemini-family vision-language models for CT lung nodule malignancy prediction, benchmarked against supervised deep-learning baselines.

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mengxinlab/VLMvsDL-v1.1.0.zip

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