For example, by preventing hospitalizations in cases of just two widespread chronic illnesses — heart disease and diabetes — the United States could save billions of dollars a year.

Predictions ... multiple medical testing approaches, including a gradient ascent method and neural activation map. Color changes in the neural activation map indicate how well machine learning ...

The result: A machine learning-enabled screening tool that is now in real-world clinical use through ... machine learning algorithm is being applied to screen for both diabetic retinopathy ...