Deep Breathe AI

Purpose

This project is a dedicated technical effort to assure a minimum level of image quality for lung ultrasound images that are to be subjected to a computer vision machine learning solution. This project - by creating a pre-processing, image analysis solution - provides an essential quality step in a pathway to assure that images subjected to already developed lung ultrasound image classifiers contain the necessary anatomic elements and are composed in such a fashion as to optimize the accuracy of the downstream machine learning model.