Pre-processing methods in chest X-ray image classification.

Agata Gielczyk Anna MarciniakMartyna TarczewskaZbigniew Lutowski

Published in: PloS one (2022)

Our research provides proof that machine learning can be used to support medics in chest X-ray classification and improving pre-processing leads to improvements in accuracy, precision, recall, and F1-scores.

Keyphrases

machine learning
deep learning
high resolution
artificial intelligence
dual energy
big data
electron microscopy
computed tomography
magnetic resonance imaging