Teodoro Martín-Noguerol

According to our database, Teodoro Martín-Noguerol authored at least 15 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Relevance of advanced imaging analysis units in radiology departments: a narrative review.

Teodoro Martín-Noguerol, Félix Paulano-Godino, Pilar López-Úbeda, Roy F. Riascos, Antonio Luna

Int. J. Comput. Assist. Radiol. Surg., March, 2026

Environmental and economic costs behind LLMs.

Pilar López-Úbeda, Teodoro Martín-Noguerol, Antonio Luna

Int. J. Comput. Assist. Radiol. Surg., March, 2026

Lexomics, or why to extract relevant information from radiology reports through LLMs.

Teodoro Martín-Noguerol, Pilar López-Úbeda, Carolina Díaz-Angulo, Antonio Luna

Int. J. Comput. Assist. Radiol. Surg., February, 2026

Integrating semantic retrieval and chain-of-thought reasoning in small language models for SNOMED CT normalization.

Pilar López-Úbeda, Teodoro Martín-Noguerol, Antonio Luna

Int. J. Medical Informatics, 2026

2025

Mistral in Radiology: AI -Powered Classification of Normal and Abnormal Reports.

Pilar López-Úbeda, Teodoro Martín-Noguerol, Antonio Luna

Int. J. Imaging Syst. Technol., 2025

Automatic TNM staging of colorectal cancer radiology reports using pre-trained language models.

Mariia Chizhikova, Pilar López-Úbeda, Teodoro Martín-Noguerol, Manuel Carlos Díaz-Galiano, Luis Alfonso Ureña López, Antonio Luna, María Teresa Martín Valdivia

Comput. Methods Programs Biomed., 2025

2024

Automatic text classification of prostate cancer malignancy scores in radiology reports using NLP models.

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

Medical Biol. Eng. Comput., November, 2024

Evaluation of large language models performance against humans for summarizing MRI knee radiology reports: A feasibility study.

Pilar López-Úbeda, Teodoro Martín-Noguerol, Carolina Díaz-Angulo, Antonio Luna

Int. J. Medical Informatics, 2024

Comparative evaluation of image-based vs. text-based vs. multimodal AI approaches for automatic breast density assessment in mammograms.

Pilar López-Úbeda, Teodoro Martín-Noguerol, Félix Paulano-Godino, Antonio Luna

Comput. Methods Programs Biomed., 2024

PDBIGDATA: A New Database for Parkinsonism Research Focused on Large Models.

R. López, Francisco Jesús Martínez-Murcia, Javier Ramírez, Teodoro Martín-Noguerol, Félix Paulano-Godino, Antonio Luna, J. M. Górriz, Fermín Segovia

Proceedings of the Artificial Intelligence for Neuroscience and Emotional Systems, 2024

2023

CARES: A Corpus for classification of Spanish Radiological reports.

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

Comput. Biol. Medicine, March, 2023

2021

Automatic medical protocol classification using machine learning approaches.

Pilar López-Úbeda, Manuel Carlos Díaz-Galiano, Teodoro Martín-Noguerol, Antonio Luna, Luis Alfonso Ureña López, María Teresa Martín-Valdivia

Comput. Methods Programs Biomed., 2021

2020

Detection of unexpected findings in radiology reports: A comparative study of machine learning approaches.

Pilar López-Úbeda, Manuel Carlos Díaz-Galiano, Teodoro Martín-Noguerol, Luis Alfonso Ureña López, María Teresa Martín Valdivia, Antonio Luna

Expert Syst. Appl., 2020

COVID-19 detection in radiological text reports integrating entity recognition.

Pilar López-Úbeda, Manuel Carlos Díaz-Galiano, Teodoro Martín-Noguerol, Antonio Luna, Luis Alfonso Ureña López, María Teresa Martín-Valdivia

Comput. Biol. Medicine, 2020

Transfer learning applied to text classification in Spanish radiological reports.

Pilar López-Úbeda, Manuel Carlos Díaz-Galiano, Luis Alfonso Ureña López, María Teresa Martín-Valdivia, Teodoro Martín-Noguerol, Antonio Luna

Proceedings of the LREC 2020 Workshop on Multilingual Biomedical Text Processing, 2020