De Novo Granted for Autism Diagnosis Aid

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FDA has granted a de novo marketing authorization request to Cognoa for its Cognoa ASD Diagnosis Aid to help diagnose autism spectrum disorder (ASD). The machine learning-based software is intended to help health care providers diagnose ASD in children 18 months through five years of age who exhibit potential symptoms of the disorder.

 

“Because ASD symptoms can vary greatly, the disorder may be difficult to diagnose,” an FDA release says. The device uses a machine learning algorithm to receive input from parents or caregivers, video analysts and health care providers to assist physicians evaluate a patient’s ASD risk, it says. It comprises three main components: a mobile app for caregivers and parents to answer questions about behavior problems and to upload videos of their child; a video analysis portal that allows manufacturer-trained and certified specialists to view and analyze uploaded videos of patients; and a health care provider portal that is intended for a health care provider to enter answers to pre-loaded questions about behavior problems, track the information provided by parents or caregivers and review a report of the results.

 

FDA says that after processing information provided by parents, caregivers and healthcare providers, the device reports a positive or negative diagnosis if there is sufficient information for its algorithm to make a diagnosis. If there is insufficient information, it will report that no result can be generated.

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