Antonio Luna

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 15

Top Topics

Ensemble Classification

Machine Learning Approaches

Radiation Therapy

Top Venues

Comput. Methods Programs Biomed.

Comput. Biol. Medicine

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)
Deevyankar Agarwal, Manuel Álvaro Berbís, Antonio Luna, Vivian Lipari, Julien Brito Ballester, Isabel de la Torre Díez
Automated Medical Diagnosis of Alzheimer's Disease Using an Efficient Net Convolutional Neural Network. J. Medical Syst. 47 (1) (2023)
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)
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
Probabilistic Combination of Non-Linear Eigenprojections For Ensemble Classification. IEEE Trans. Emerg. Top. Comput. Intell. 7 (5) (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)
Hamid Sarmadi, Rafael Muñoz-Salinas, M. Álvaro Berbís, Antonio Luna, Rafael Medina Carnicer
3D Reconstruction and Alignment by Consumer RGB-D Sensors and Fiducial Planar Markers for Patient Positioning in Radiation Therapy. CoRR (2021)
Juan Eloy Arco, Andrés Ortiz, Javier Ramírez, Francisco Jesús Martínez-Murcia, Yu-Dong Zhang, Jordi Broncano, M. Álvaro Berbís, Javier Royuela-del-Val, Antonio Luna, Juan Manuel Górriz
Probabilistic combination of eigenlungs-based classifiers for COVID-19 diagnosis in chest CT images. CoRR (2021)
Hamid Sarmadi, Rafael Muñoz-Salinas, M. Álvaro Berbís, Antonio Luna, Rafael Medina Carnicer
Joint scene and object tracking for cost-Effective augmented reality guided patient positioning in radiation therapy. Comput. Methods Programs Biomed. 209 (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)
Hamid Sarmadi, Rafael Muñoz-Salinas, M. Álvaro Berbís, Antonio Luna, Rafael Medina Carnicer
Joint Scene and Object Tracking for Cost-Effective Augmented Reality Assisted Patient Positioning in Radiation Therapy. CoRR (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)
Hamid Sarmadi, Rafael Muñoz-Salinas, M. Álvaro Berbís, Antonio Luna, Rafael Medina Carnicer
3D Reconstruction and alignment by consumer RGB-D sensors and fiducial planar markers for patient positioning in radiation therapy. Comput. Methods Programs Biomed. 180 (2019)