Effect of image resolution on automated classification of chest X-rays.

Md Inzamam Ul HaqueAbhishek K DubeyIoana DanciuAmy C JusticeOlga S OvchinnikovaJacob D Hinkle

Published in: Journal of medical imaging (Bellingham, Wash.) (2023)

This study suggests that instead of focusing solely on the finest image resolutions, multi-scale features should be emphasized for information extraction from high-resolution CXRs.

Keyphrases

deep learning
high resolution

machine learning
high throughput

mass spectrometry
healthcare

health information
social media