no code implementations • 28 Jun 2021 • Juan E. Arco, Andrés Ortiz, Javier Ramírez, Juan M Gorriz
In this work, we propose a classification framework based on sparse coding in order to identify the pneumonia patterns associated with different pathologies.
no code implementations • 4 Mar 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
The outbreak of the COVID-19 (Coronavirus disease 2019) pandemic has changed the world.
no code implementations • 12 Feb 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
Our system is capable of learning from a mixture of limited labeled and unlabeled data where supervised learners fail due to a lack of sufficient amount of labeled data.
no code implementations • 27 Nov 2020 • Juan E. Arco, A. Ortiz, J. Ramirez, F. J. Martinez-Murcia, Yu-Dong Zhang, Juan M. Gorriz
Respiratory diseases kill million of people each year.