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Author

E. Ukwatta

2 papers indexed here

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#artificial intelligence Preprint Sep 2026

Cross-modal triage network: a multimodal deep learning framework for severity-based triage and visual explainability in chest radiographs

The divergence between algorithmic and radiologist agreement demonstrates that benchmark performance against NLP-derived labels is insufficient, highlighting the need for radiologist-labeled ground truth before clinical deployment.

Zinah Ghulam, Richa Mittal, E. Ukwatta · 0 citations
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

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