Deep Learning for Classification and Localization of COVID-19 Markers in Point-of-Care Lung Ultrasound

Subhankar Roy, Willi Menapace, Sebastiaan Oei, Ben Luijten, Enrico Fini, Cristiano Saltori, Iris A. M. Huijben, Nishith Chennakeshava, Federico Mento, Alessandro Sentelli, Emanuele Peschiera, Riccardo Trevisan, Giovanni Maschietto, Elena Torri, Riccardo Inchingolo, Andrea Smargiassi, Gino Soldati, Paolo Rota, Andrea Passerini, Ruud J. G. van Sloun, Elisa Ricci 0001, Libertario Demi. Deep Learning for Classification and Localization of COVID-19 Markers in Point-of-Care Lung Ultrasound. IEEE Trans. Med. Imaging, 39(8):2676-2687, 2020. [doi]

@article{RoyMOLFSHCMSPTM20,
  title = {Deep Learning for Classification and Localization of COVID-19 Markers in Point-of-Care Lung Ultrasound},
  author = {Subhankar Roy and Willi Menapace and Sebastiaan Oei and Ben Luijten and Enrico Fini and Cristiano Saltori and Iris A. M. Huijben and Nishith Chennakeshava and Federico Mento and Alessandro Sentelli and Emanuele Peschiera and Riccardo Trevisan and Giovanni Maschietto and Elena Torri and Riccardo Inchingolo and Andrea Smargiassi and Gino Soldati and Paolo Rota and Andrea Passerini and Ruud J. G. van Sloun and Elisa Ricci 0001 and Libertario Demi},
  year = {2020},
  doi = {10.1109/TMI.2020.2994459},
  url = {https://doi.org/10.1109/TMI.2020.2994459},
  researchr = {https://researchr.org/publication/RoyMOLFSHCMSPTM20},
  cites = {0},
  citedby = {0},
  journal = {IEEE Trans. Med. Imaging},
  volume = {39},
  number = {8},
  pages = {2676-2687},
}