Browsing GI-VARPA - Congresos, conferencias, etc. by Subject "Transfer learning"

Now showing items 1-2 of 2

    • COVID-19 Lung Radiography Segmentation by Means of Multiphase Transfer Learning 

      Vidal, Plácido; Moura, Joaquim de; Novo Buján, Jorge; Ortega Hortas, Marcos (MDPI, 2021)
      [Abstract] COVID-19 is characterized by its impact on the respiratory system and, during the global outbreak of 2020, specific protocols had to be designed to contain its spread within hospitals. This required the use of ...

    • Enhancing Retinal Blood Vessel Segmentation through Self-Supervised Pre-Training 

      Morano, José; Hervella, Álvaro S.; Barreira, Noelia; Novo Buján, Jorge; Rouco, J. (MDPI AG, 2020-08-25)
      [Abstract] The segmentation of the retinal vasculature is fundamental in the study of many diseases. However, its manual completion is problematic, which motivates the research on automatic methods. Nowadays, these methods ...