With Just a Photo, This Algorithm Can Do More Than Spot a Possible Genetic Condition — It Can Suggest a Cause

January 7, 2019

STAT

“FDNA, one of a few organizations creating software that can help physicians diagnose genetic syndromes based just on a face — and may serve an important validation of the company’s technology. FDNA refers to them as DeepGestalt — stack up against clinicians’ diagnoses. In one of the experiments, DeepGestalt’s performance was better than random chance when picking which of five genetic mutations might be causing a condition called Noonan syndrome. It was correct 64 percent of the time.”

 

The article discusses a groundbreaking study revealing that FDNA’s AI technology can diagnose certain genetic conditions by analyzing photos. Using the Face2Gene platform, FDNA’s system evaluates facial features to identify phenotypic markers linked to various gene mutations. Leveraging deep learning algorithms and a vast image database, the AI quickly and accurately detects genetic conditions that traditional diagnostic methods might miss. This approach enables early intervention and personalized treatment plans, significantly improving patient outcomes. The article highlights FDNA’s role in transforming genetic diagnostics, showcasing the potential of AI to revolutionize the identification and management of genetic conditions.

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