Taking Vision Screening to the Next Level with AI · 2019-12-20 · Taking Vision Screening to the...

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Taking Vision Screening to the Next Level with AI Dr. David Huang Founder & Chief Innovation Officer October 2018

Transcript of Taking Vision Screening to the Next Level with AI · 2019-12-20 · Taking Vision Screening to the...

Page 1: Taking Vision Screening to the Next Level with AI · 2019-12-20 · Taking Vision Screening to the Next Level with AI Dr. David Huang Founder & Chief Innovation Officer October 2018.

Taking Vision Screening to the Next Level with AIDr. David HuangFounder & Chief Innovation Officer October 2018

Page 2: Taking Vision Screening to the Next Level with AI · 2019-12-20 · Taking Vision Screening to the Next Level with AI Dr. David Huang Founder & Chief Innovation Officer October 2018.

Why is it taking so long for medical devices to enter the modern era?

1980s Today

Medical Devices

Phones/ computers

Televisions

Today’s medical devices are as expensive, clunky, and labor-intensive as they were in the 1980s

Page 3: Taking Vision Screening to the Next Level with AI · 2019-12-20 · Taking Vision Screening to the Next Level with AI Dr. David Huang Founder & Chief Innovation Officer October 2018.

With GoCheck Kids, we’ve created a smartphone app to become the next generation of vision screening

• Pediatrician takes photo of patient• Smartphone app captures image w/ OEM camera• Proprietary algorithm processes image:

• Identifies key eye features (e.g., limbus, pupil)• Estimates position and geometry

3,500pediatric teams screening

750k children screened to date

41k children with risk factors

referred to a specialist

HOW IT WORKS: IMPACT TO DATE:

Page 4: Taking Vision Screening to the Next Level with AI · 2019-12-20 · Taking Vision Screening to the Next Level with AI Dr. David Huang Founder & Chief Innovation Officer October 2018.

Today, GoCheck Kids’ clinical efficacy is on par with leading photoscreeners

SOURCE: Arnold, R, Armitage, D. Journal of Pediatric Ophthalmology and Strabismus. Vol 51, No 1, Jan/Feb 2014

Page 5: Taking Vision Screening to the Next Level with AI · 2019-12-20 · Taking Vision Screening to the Next Level with AI Dr. David Huang Founder & Chief Innovation Officer October 2018.

However, GoCheck Kids is uniquely positioned to harness the power of AI to achieve maximum accuracy and pathology detection

Other leading photoscreeners don’t have such a rich dataset of images to allow for

machine learning

1 MM+Images captured

100k Images manually graded

EHR System integration capability

Page 6: Taking Vision Screening to the Next Level with AI · 2019-12-20 · Taking Vision Screening to the Next Level with AI Dr. David Huang Founder & Chief Innovation Officer October 2018.

We will close the loop on patient outcome data to train the image processing, quantification & diagnostic algorithm

Risk factor detection/ Referral

Image Processing Algorithm Ophthalmologist visit/ Clinical measurement, diagnosis,

treatment & outcome

Machine Learning

Page 7: Taking Vision Screening to the Next Level with AI · 2019-12-20 · Taking Vision Screening to the Next Level with AI Dr. David Huang Founder & Chief Innovation Officer October 2018.

Partnership with Ophthalmologist & Health Systems

Feedback from ophthalmologists

EHR integrations at major hospital systems

1.2.

Page 8: Taking Vision Screening to the Next Level with AI · 2019-12-20 · Taking Vision Screening to the Next Level with AI Dr. David Huang Founder & Chief Innovation Officer October 2018.

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