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Author

Diego Mellado

2 papers indexed here

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Open access Sep 2026

A framework for extraction of clinical information from radiological mammography reports using large language models and retrieval augmented generation

Extracting structured information from free-text radiology reports is essential for downstream clinical analysis and decision support. In mammography, this challenge is amplified by heterogeneous writing styles, the absence of standardized terminology across institutions, and limited availability of annotated Spanish d...

Eduardo Godoy, J. De Ferrari, Sofia Lazo et al. · 1 citation · ⚡1
Open access Sep 2026

Improving Diagnostic Sensitivity in Imbalanced Oral Cancer Image Classification: A Comparative Study of CNN and Transformer Architectures

Simple Summary Early detection of oral cancer is essential for improving patient survival, yet artificial intelligence models often struggle because available clinical image datasets are small and highly imbalanced, with relatively few malignant cases. This study investigates whether class imbalance can be mitigated th...

Pablo Ormeño-Arriagada, Valentina Zúñiga, Carlos A. Toro et al. · 0 citations

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