Google AI

Google AI, Daniel Tse, medical image MD

Improving healthcare with AI

 

Google mission

Make products more useful

Help others innovate

Solve for humanity's big challenge

 

Google translate

Smart compose in gmail ( to finish a sentence by AI)

Google photos (to search by photo)

 

Tensorflow is a tool for AI.

 

Her min textile (Taiwanese company) is a good example.

 

Energy consumption

Environmental conservation

Healthcare

 

Why use ML for healthcare?

Lots of data to look thru.

Expertise is limited. (ex. radiologists 1:12,500 people. But there are fewer.)

Diabetic 

Regular screening of eyes is key to prevent blindness.

How DR is diagnosed? Retinal fundus images.

India has a shortage of 127,000 of eye doctors. 45% of patients suffer of lost vision.

Adapt deep neutral network to read fundus images. 880K diagnoses are done.

 

What is next?

Clinical trials and regulatory 

Partnership with hardware: Nikon, optos, V

 

Completely new novel scientific discoveries

Can we predict the cardiovascular risk by eye images?

 

Breast cancer prediction:

10Gpx per image to look into the breast

1 in 12 breast cancers are misdiagnosed

Pathologist + algorithm

Google AR microscope

Detecting skin cancer with AI (Stanford)