FDA-Cleared AI Directory

Neurology AI Cleared by the FDA

A short list, led by software cleared to help diagnose autism in young children.

Neurology has very few cleared AI products, and the ones here are unusual.

The pediatric autism diagnosis aid is the notable case. It does not read a scan. It works from caregiver answers, clinician input, and video, and it is cleared to help a primary care clinician reach a diagnosis rather than to hand one down.

The gap between how much attention neurology AI gets and how little of it is cleared is one of the wider gaps in healthcare AI right now.

Device Types in Neurology

The FDA sorts cleared AI into named device types. Each one has its own bar to clear, so the type tells you what the product is allowed to claim.

FDA device types for AI in Neurology
Device typeWhat it is allowed to doClearedLatest
Pediatric Autism Diagnosis Aid Helps a primary care clinician reach an autism diagnosis in young children, using caregiver answers, clinician input and video. 6 March 5, 2026

Newest Neurology Clearances

Most recent clearances in Neurology
ProductCompanyClearedFDA record
EarliPoint Assessment Earlitec Diagnostics March 5, 2026 K253442
Canvas Dx Cognoa, Inc. April 11, 2025 K243558
EarliPoint System Earlitec Diagnostics March 26, 2025 K243891
EarliPoint Earlitec Diagnostics, Inc. June 29, 2023 K230337
EarliPoint System Earlitec Diagnostics, Inc. June 8, 2022 K213882
Cognoa ASD Diagnosis Aid Cognoa, Inc. June 2, 2021 DEN200069

Clearance data comes from the FDA's public 510(k) and device classification records through openFDA. A clearance is a regulatory decision about a product, not a recommendation, and it does not measure how well the product works in your own setting. Confirm the current status and the exact cleared indication on the FDA record before you buy.