It has been estimated that nearly 300 million people, or about 4% of the global population, are afflicted by some form of depression. But detecting it can be difficult, particularly when those affected don’t (or won’t) report negative feelings to friends, family or clinicians. A pilot study of a system known as FacePsy suggests facial expressions may offer detectable insights into our moods.