Improving the Molecular Diagnostic Yield: Using Artificial Intelligence to Deliver Precision Phenomics

Genetic sequencing is becoming a more popular diagnostic tool; however, even with all the advancements, it only reaches a diagnosis for 1 of 4 patients. Listen to GeneDx’s Kyle Retterer and FDNA’s Dekel Gelbman discuss how next-generation phenotyping (NGP) technology/precision phenomics is making way for a new era in precision medicine, driving up genetic testing performance to as high as 80% in some studies.

NGP detects physiological patterns (facial features, imaging, biometrics, etc.) to reveal disease-causing genetic variations underlying a patient’s symptoms. Understanding a person’s genetics is not enough in most cases; the missing link is NGP.

“In reality, the most power happens when you combine these

two pieces [genome and phenotype] together.”

Coupling sequencing with NGP is a major technology and healthcare breakthrough: it means that most of the 75% of people for whom genetic testing doesn’t work are no longer left at a medical dead end. NGP is taking off in world of genetics, with 70% of clinical geneticists globally using FDNA’s NGP platform, Face2Gene, and most major genetic testing labs integrating it into their day-to-day case analysis systems in the past year.

“We can start to use artificial intelligence and deep learning to leverage

all of this really well structured information […] to improve patient outcomes, 

diagnosis, and to reduce the cost of testing and improve the value.”

Listen in as Kyle and Dekel discuss the benefits, hurdles, and future of phenotyping technologies.

Molecular Diagnostic

Related articles

assigning a diagnosis

The importance of assigning a diagnosis to your cases

Face2Gene is an AI-driven tool that uses a set of proprietary algorithms engineered to learn from diagnosed patient photos to suggest likely phenotypic traits and genes to assist in feature annotation and syndrome prioritization. Every time a clinician or health professional inputs a patient photo, our technology converts it into de-identified mathematical facial descriptors (facial […]

Continue reading
face2gene tutorial

All the tutorials available to help you master Face2Gene

Face2Gene is a suit of technologies that aims to help clinicians to fasten the time of diagnosis of rare and ultra-rare genetic conditions. You might know the best-of-its-class Next-Generation Phenotyping ai facial recognition use of this app, but there are more tools at your disposal that facilitate comprehensive and precise genetic evaluations. Check out all […]

Continue reading

¿Quieres dominar el uso del Face2Gene? Ver tutoriales

Face2Gene es una plataforma digital con varias  tecnologías que tiene como objetivo ayudar a los médicos a acortar el tiempo de diagnóstico de enfermedades genéticas raras. Es posible que ya esté familiarizado con el uso del reconocimiento facial de fenotipado de última generación (NGP) de esta aplicación, pero tal vez hay más herramientas a su […]

Continue reading