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Algorithms in the Dark: Why AI Diagnostic Tools Keep Missing Mental Health Conditions

Algorithms in the Dark: Why AI Diagnostic Tools Keep Missing Mental Health Conditions

Artificial intelligence has demonstrated remarkable accuracy in detecting cardiovascular disease, diabetic retinopathy, and certain cancers—yet depression and anxiety continue to elude algorithmic detection at troubling rates. Understanding why AI struggles with psychiatric disorders is not merely a technical question; it is a matter of patient safety and equitable care. This article examines the structural and philosophical barriers standing between today's diagnostic AI and meaningful mental h

When the Algorithm Should Step Aside: 5 Situations That Demand a Human Doctor

When the Algorithm Should Step Aside: 5 Situations That Demand a Human Doctor

AI diagnostic tools are genuinely powerful—but they are not infallible, and they are not designed to work alone. Here are five specific clinical situations where human judgment, physical examination, and specialist expertise remain irreplaceable, and what every patient should understand about using AI health technology responsibly.