Multi-task localization of the hemidiaphragms and lung segmentation in portable chest X-ray images of COVID-19 patients.

Daniel I Morís Jose Joaquim De Moura-RamosShahab AslaniJoseph JacobJorge NovoMarcos Ortega

Published in: Digital health (2024)

The results demonstrate that the model is able to perform both tasks simultaneously, being a helpful tool for clinicians despite the lower quality of the portable chest X-ray images.

Keyphrases

convolutional neural network
deep learning
high resolution
dual energy
optical coherence tomography
sars cov
low cost
palliative care
electron microscopy
machine learning
computed tomography
magnetic resonance imaging