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Tiled sparse coding in eigenspaces for the COVID-19 diagnosis in chest X-ray images


Jun 28, 2021
Juan E. Arco, Andrés Ortiz, Javier Ramírez, Juan M Gorriz

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* 14 pages, 5 figures 

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Probabilistic combination of eigenlungs-based classifiers for COVID-19 diagnosis in chest CT images


Mar 04, 2021
Juan E. Arco, Andrés Ortiz, Javier Ramírez, Francisco J. Martínez-Murcia, Yu-Dong Zhang, Jordi Broncano, M. Álvaro Berbís, Javier Royuela-del-Val, Antonio Luna, Juan M. Górriz

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* 15 pages, 9 figures 

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Uncertainty-Aware Semi-supervised Method using Large Unlabelled and Limited Labeled COVID-19 Data


Feb 12, 2021
Roohallah Alizadehsani, Danial Sharifrazi, Navid Hoseini Izadi, Javad Hassannataj Joloudari, Afshin Shoeibi, Juan M. Gorriz, Sadiq Hussain, Juan E. Arco, Zahra Alizadeh Sani, Fahime Khozeimeh, Abbas Khosravi, Saeid Nahavandi, Sheikh Mohammed Shariful Islam, U Rajendra Acharya

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Uncertainty-driven ensembles of deep architectures for multiclass classification. Application to COVID-19 diagnosis in chest X-ray images


Nov 27, 2020
Juan E. Arco, A. Ortiz, J. Ramirez, F. J. Martinez-Murcia, Yu-Dong Zhang, Juan M. Gorriz

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* 1 Table, 7 Figures 

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