Publications

A Framework for Extraction of Clinical Information from Radiological Mammography Reports Using Large Language Models and Retrieval Augmented Generation

Godoy, E.*, De Ferrari, J.*, Lazo, S., Pacheco, C., Mellado, D., Saez, A., Chabert, S., Salas, R.

BMC Medical Informatics and Decision Making, Vol. 26, Article 345, 2026.

Hybrid framework for automated generation of mammography radiology reports

Godoy, E., Mellado, D., De Ferrari, J., Querales, M., Saez, A., Chabert, S., Parra, D., Salas, R.

Computational and Structural Biotechnology Journal, Vol. 27, pp. 3229–3239, 2025.

Multilingual Minimal Contrastive Editing

Benoit-Cea, D., Ñanculef, R., De Ferrari, J.

18th International Conference on Agents and Artificial Intelligence (ICAART 2026), Vol. 5, pp. 4590–4598, SCITEPRESS, 2026.

Assessing GPT as a Weak Oracle for Annotating Radiological Studies

De Ferrari, J., Ñanculef, R., Benoit, D., Araya, M., Solar, M.

Artificial Intelligence in Medicine (AIME 2025), Pavia, Italy, LNCS vol. 15734, pp. 98–109, Springer, 2025.

Automatic detection of contextual laterality in Mammography Reports using Large Language Models

Godoy, E.*, De Ferrari, J.*, Chabert, S., Mellado, D., Salas, R.

IEEE International Conference on Pattern Recognition Systems (ICPRS 2024), London, UK, pp. 1–6, 2024.

Chilean Radiological Reports – AIME 2025

De Ferrari, J., Araya, M., Solar, M., Ñanculef, R.

Zenodo, 42,605 Spanish chest CT reports labelled with GPT, plus 217 reports labelled by four radiologists, 2025.