Deep learning in chest radiography: Detection of findings and presence of change.

Ramandeep SinghMannudeep K KalraChayanin NitiwarangkulJohn A PattiFatemeh HomayouniehAtul PadolePooja RaoPreetham PuthaVictorine V MuseAmita SharmaSubba R Digumarthy

Published in: PloS one (2018)

DL algorithm can aid in interpretation of CXR findings and their stability over follow up CXR. However, in its present version, it is unlikely to replace radiologists due to its limited specificity for categorizing specific findings.

Keyphrases

deep learning
machine learning
artificial intelligence
magnetic resonance imaging
convolutional neural network
computed tomography
magnetic resonance
image quality
quantum dots