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Teodoro Martín-Noguerol

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Journal Articles

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2025
[j8]
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  - journals/cmpb/ChizhikovaLMDLLV25
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Mariia Chizhikova, Pilar López-Úbeda, Teodoro Martín-Noguerol, Manuel Carlos Díaz-Galiano, Luis Alfonso Ureña López, Antonio Luna, María Teresa Martín Valdivia:
Automatic TNM staging of colorectal cancer radiology reports using pre-trained language models. Comput. Methods Programs Biomed. 259: 108515 (2025)
2024
[j7]
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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: 108334 (2024)
[j6]
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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: 105443 (2024)
[j5]
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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:
Automatic text classification of prostate cancer malignancy scores in radiology reports using NLP models. Medical Biol. Eng. Comput. 62(11): 3373-3383 (2024)
2023
[j4]
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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: 106581 (2023)
2021
[j3]
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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: 105939 (2021)
2020
[j2]
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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: 104066 (2020)
[j1]
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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: 113647 (2020)

Conference and Workshop Papers

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2024
[c2]
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R. López, Francisco Jesús Martínez-Murcia, Javier Ramírez, Teodoro Martín-Noguerol, Félix Paulano-Godino, Antonio Luna, J. M. Górriz, Fermín Segovia:
PDBIGDATA: A New Database for Parkinsonism Research Focused on Large Models. IWINAC 2024: 182-190
2020
[c1]
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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: 29-32

Coauthor Index

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