Deep Learning for Pneumothorax Detection on Chest Radiograph: A Diagnostic Test Accuracy Systematic Review and Meta Analysis.

Benjamin D Katzman Mostafa AlabousiNabil IslamNanxi ZhaMichael N Patlas

Published in: Canadian Association of Radiologists journal = Journal l'Association canadienne des radiologistes (2024)

The relatively high sensitivity and specificity of pneumothorax detection by deep-learning showcases the vast potential for implementation in clinical settings to both augment the workflow of radiologists and assist in more rapid diagnoses and subsequent patient treatment.

Keyphrases

deep learning
loop mediated isothermal amplification
artificial intelligence
convolutional neural network
real time pcr
healthcare
label free
primary care
machine learning
sensitive detection
quality improvement
quantum dots