Teodoro Martín-Noguerol

15 papers Misc 1Journal 13Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Environmental and economic costs behind LLMs.
Int. J. Comput. Assist. Radiol. Surg.
Pilar López-Úbeda, Teodoro Martín-Noguerol, Antonio Luna
2026 J jnl
Integrating semantic retrieval and chain-of-thought reasoning in small language models for SNOMED CT normalization.
Int. J. Medical Informatics
Pilar López-Úbeda, Teodoro Martín-Noguerol, Antonio Luna
2026 J jnl
Lexomics, or why to extract relevant information from radiology reports through LLMs.
Int. J. Comput. Assist. Radiol. Surg.
Teodoro Martín-Noguerol, Pilar López-Úbeda, Carolina Díaz-Angulo, Antonio Luna
2026 J jnl
Relevance of advanced imaging analysis units in radiology departments: a narrative review.
Int. J. Comput. Assist. Radiol. Surg.
Teodoro Martín-Noguerol, Félix Paulano-Godino, Pilar López-Úbeda, Roy F. Riascos, Antonio Luna
2025 J jnl
Automatic TNM staging of colorectal cancer radiology reports using pre-trained language models.
Comput. Methods Programs Biomed.
Mariia Chizhikova, Pilar López-Úbeda, Teodoro Martín-Noguerol, Manuel Carlos Díaz-Galiano, Luis Alfonso Ureña López, Antonio Luna, María Teresa Martín Valdivia
2025 J jnl
Mistral in Radiology: AI -Powered Classification of Normal and Abnormal Reports.
Int. J. Imaging Syst. Technol.
Pilar López-Úbeda, Teodoro Martín-Noguerol, Antonio Luna
2024 J jnl
Automatic text classification of prostate cancer malignancy scores in radiology reports using NLP models.
Medical Biol. Eng. Comput.
Jaime Collado-Montañez, Pilar López-Úbeda, Mariia Chizhikova, Manuel Carlos Díaz-Galiano, Luis Alfonso Ureña López, Teodoro Martín-Noguerol, Antonio Luna, María Teresa Martín Valdivia
2024 J jnl
Comparative evaluation of image-based vs. text-based vs. multimodal AI approaches for automatic breast density assessment in mammograms.
Comput. Methods Programs Biomed.
Pilar López-Úbeda, Teodoro Martín-Noguerol, Félix Paulano-Godino, Antonio Luna
2024 J jnl
Evaluation of large language models performance against humans for summarizing MRI knee radiology reports: A feasibility study.
Int. J. Medical Informatics
Pilar López-Úbeda, Teodoro Martín-Noguerol, Carolina Díaz-Angulo, Antonio Luna
2024 Misc conf
PDBIGDATA: A New Database for Parkinsonism Research Focused on Large Models.
IWINAC
R. López, Francisco Jesús Martínez-Murcia, Javier Ramírez, Teodoro Martín-Noguerol, Félix Paulano-Godino, Antonio Luna, J. M. Górriz, Fermín Segovia
2023 J jnl
CARES: A Corpus for classification of Spanish Radiological reports.
Comput. Biol. Medicine
Mariia Chizhikova, Pilar López-Úbeda, Jaime Collado-Montañez, Teodoro Martín-Noguerol, Manuel Carlos Díaz-Galiano, Antonio Luna, Luis Alfonso Ureña López, María Teresa Martín Valdivia
2021 J jnl
Automatic medical protocol classification using machine learning approaches.
Comput. Methods Programs Biomed.
Pilar López-Úbeda, Manuel Carlos Díaz-Galiano, Teodoro Martín-Noguerol, Antonio Luna, Luis Alfonso Ureña López, María Teresa Martín-Valdivia
2020 J jnl
COVID-19 detection in radiological text reports integrating entity recognition.
Comput. Biol. Medicine
Pilar López-Úbeda, Manuel Carlos Díaz-Galiano, Teodoro Martín-Noguerol, Antonio Luna, Luis Alfonso Ureña López, María Teresa Martín-Valdivia
2020 J jnl
Detection of unexpected findings in radiology reports: A comparative study of machine learning approaches.
Expert Syst. Appl.
Pilar López-Úbeda, Manuel Carlos Díaz-Galiano, Teodoro Martín-Noguerol, Luis Alfonso Ureña López, María Teresa Martín Valdivia, Antonio Luna
2020 — conf
Transfer learning applied to text classification in Spanish radiological reports.
MultiligualBIO@LREC
Pilar López-Úbeda, Manuel Carlos Díaz-Galiano, Luis Alfonso Ureña López, María Teresa Martín-Valdivia, Teodoro Martín-Noguerol, Antonio Luna