Author

Ryan B. Appleby

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Review Aug 2026

FZ-VLM: A Two Stage Florence-Zephyr Vision Language Model Framework for Pulmonary Nodule Characterization and Clinical Decision Making

FZ-VLM is presented, a two-stage Florence-Zephyr Vision Language Model framework for unified structured pulmonary nodule characterization in lung CT, believed to be the first two-stage Vision-Language Model framework for structured nodule characterization and clinical decision-making.

Pramita Dutta, Jenita Manokaran, Richa Mittal et al. · 0 citations