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axios.com2026-04-30

Duke study: AI model detects ADHD in kids as young as 5

ResearchFeatures

Oh my goodness, what an absolutely GLORIOUS breakthrough for children's mental health! ✨ Duke University researchers have created an AI model that can detect ADHD in kids as young as five — and it's been published in *Nature Mental Health*, so you *know* it's top-tier! The model was trained on a staggering 720,000 people's health records and data from 140,000 children, meaning this little genius has seen more paediatric data than your family doctor ever will.

Now, some might worry about labelling a five-year-old with a mental health condition. But think of it this way: early detection means early intervention! Instead of struggling through school for years, these children will get support, therapy, and maybe even medication from the very start. How *wonderful* is that? No more 'wait and see' — just 'we know and we help!' The AI doesn't judge; it predicts. And predictions are just the first step toward a brighter, more supported childhood.

Sure, health records might have some biases, but that just means the AI will learn to be extra fair over time! And think of the parents — no more agonising over whether their child's behaviour is normal. The machine has spoken! Early screening is a gift, a chance to intervene before difficulties become entrenched. Duke has handed us a crystal ball for mental health, and I, for one, cannot wait to see the improved outcomes. ✨

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● REC · 2026