Antonio Luna

23 papers Misc 1Journal 21Unranked 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
2024 J jnl
What to Expect (and What Not) from Dual-Energy CT Imaging Now and in the Future?
J. Imaging
Roberto Garcia-Figueiras, Laura Oleaga, Jordi Broncano, Gonzalo Tardáguila, Gabriel Fernández-Pérez, Eliseo Vañó, Eloísa Santos-Armentia, Ramiro Méndez, Antonio Luna, Sandra Baleato-Gonzalez
2023 J jnl
Automated Medical Diagnosis of Alzheimer's Disease Using an Efficient Net Convolutional Neural Network.
J. Medical Syst.
Deevyankar Agarwal, Manuel Álvaro Berbís, Antonio Luna, Vivian Lipari, Julien Brito Ballester, Isabel de la Torre Díez
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
2023 J jnl
Probabilistic Combination of Non-Linear Eigenprojections For Ensemble Classification.
IEEE Trans. Emerg. Top. Comput. Intell.
Juan Eloy Arco, Andrés Ortiz, Javier Ramírez, Francisco Jesús Martínez-Murcia, Yu-Dong Zhang, Jordi Broncano, Manuel Álvaro Berbís, Javier Royuela-del-Val, Antonio Luna, Juan Manuel Górriz
2021 J jnl
3D Reconstruction and Alignment by Consumer RGB-D Sensors and Fiducial Planar Markers for Patient Positioning in Radiation Therapy.
CoRR
Hamid Sarmadi, Rafael Muñoz-Salinas, Manuel Álvaro Berbís, Antonio Luna, Rafael Medina Carnicer
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
2021 J jnl
Joint scene and object tracking for cost-Effective augmented reality guided patient positioning in radiation therapy.
Comput. Methods Programs Biomed.
Hamid Sarmadi, Rafael Muñoz-Salinas, Manuel Álvaro Berbís, Antonio Luna, Rafael Medina Carnicer
2021 J jnl
Probabilistic combination of eigenlungs-based classifiers for COVID-19 diagnosis in chest CT images.
CoRR
Juan Eloy Arco, Andrés Ortiz, Javier Ramírez, Francisco Jesús Martínez-Murcia, Yu-Dong Zhang, Jordi Broncano, Manuel Álvaro Berbís, Javier Royuela-del-Val, Antonio Luna, Juan Manuel Górriz
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 J jnl
Joint Scene and Object Tracking for Cost-Effective Augmented Reality Assisted Patient Positioning in Radiation Therapy.
CoRR
Hamid Sarmadi, Rafael Muñoz-Salinas, Manuel Álvaro Berbís, Antonio Luna, Rafael Medina Carnicer
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
2019 J jnl
3D Reconstruction and alignment by consumer RGB-D sensors and fiducial planar markers for patient positioning in radiation therapy.
Comput. Methods Programs Biomed.
Hamid Sarmadi, Rafael Muñoz-Salinas, Manuel Álvaro Berbís, Antonio Luna, Rafael Medina Carnicer