Teodoro Martín-Noguerol

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 8

Top Topics

Text Classification

Machine Learning Approaches

Comparative Study

Top Venues

Comput. Biol. Medicine

Comput. Methods Programs Biomed.

Int. J. Medical Informatics

Publications

Pilar López-Úbeda, Teodoro Martín-Noguerol, Félix Paulano-Godino, Antonio Luna
Comparative evaluation of image-based vs. text-based vs. multimodal AI approaches for automatic breast density assessment in mammograms. Comput. Methods Programs Biomed. 255 (2024)
Pilar López-Úbeda, Teodoro Martín-Noguerol, Carolina Díaz-Angulo, Antonio Luna
Evaluation of large language models performance against humans for summarizing MRI knee radiology reports: A feasibility study. Int. J. Medical Informatics 187 (2024)
R. López, Francisco Jesús Martínez-Murcia, Javier Ramírez, Teodoro Martín-Noguerol, F. Paulano-Godino, Antonio Luna, J. M. Górriz, Fermín Segovia
PDBIGDATA: A New Database for Parkinsonism Research Focused on Large Models. IWINAC (2024)
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
CARES: A Corpus for classification of Spanish Radiological reports. Comput. Biol. Medicine 154 (2023)
Pilar López-Úbeda, Manuel Carlos Díaz-Galiano, Teodoro Martín-Noguerol, Antonio Luna, Luis Alfonso Ureña López, María Teresa Martín-Valdivia
Automatic medical protocol classification using machine learning approaches. Comput. Methods Programs Biomed. 200 (2021)
Pilar López-Úbeda, Manuel Carlos Díaz-Galiano, Luis Alfonso Ureña López, María Teresa Martín-Valdivia, Teodoro Martín-Noguerol, Antonio Luna
Transfer learning applied to text classification in Spanish radiological reports. MultiligualBIO@LREC (2020)
Pilar López-Úbeda, Manuel Carlos Díaz-Galiano, Teodoro Martín-Noguerol, Antonio Luna, Luis Alfonso Ureña López, María Teresa Martín-Valdivia
COVID-19 detection in radiological text reports integrating entity recognition. Comput. Biol. Medicine 127 (2020)
Pilar López-Úbeda, Manuel Carlos Díaz-Galiano, Teodoro Martín-Noguerol, Luis Alfonso Ureña López, María Teresa Martín Valdivia, Antonio Luna
Detection of unexpected findings in radiology reports: A comparative study of machine learning approaches. Expert Syst. Appl. 160 (2020)