Credit deterioration seldom happens suddenly. The earliest signs of weakness emerge long before financial statements or ratings acknowledge them.

In a recent study published in the journal Informatics, researchers investigated the use of advanced machine learning methods to recognize facial expressions as indicators of health deterioration in ...