Automated pneumothorax triaging in chest X-rays in the New Zealand population using deep-learning algorithms.

Sijing FengQixiu LiuAakash PatelSibghat Ullah BazaiCheng-Kai JinJi Soo KimMikal SarrafzadehDamian AzzolliniJason YeohEve KimSimon P GordonJulian Jang-JaccardMartin UrschlerStuart BarnardAmy FongCameron SimmersGregory P TarrBen Wilson

Published in: Journal of medical imaging and radiation oncology (2022)

AI models can automate pneumothorax detection with clinically acceptable accuracy, and potentially reduce reporting delays for urgent findings when implemented as triaging tools.

Keyphrases

deep learning
artificial intelligence
machine learning
convolutional neural network
loop mediated isothermal amplification
adverse drug
real time pcr
emergency department
quantum dots