An Attempt

MODEL MANIFOLD

 ALIGNMENT

RetFound

RetFound

~ 900K fundus images

~ 700K OCT images

RetFound

~ 900K fundus images

~ 700K OCT images

RetFound

OCT

~ 900K fundus images

~ 700K OCT images

Inspiration

Inspiration

Inspiration

Inspiration 

Inspiration

Inspiration 2

Question

RetFound doesn't know diseases but only structure

Question

Can we improve RetFound?

RetFound doesn't know diseases but only structure

Attempt

Attempt

Attempt

EyeCLIP

Attempt

Classification

Fine Tune with Public Datasets

Attempt

Classification

Fine Tune with Public Datasets

Attempt

Classification

Fine Tune with Public Datasets

Attempt

Classification

Fine Tune with Public Datasets

Attempt

Classification

Fine Tune with Public Datasets

Reproduction Problem

Attempt

Classification

Fine Tune with Public Datasets

Reproduction Problem

Next?

retfound-alignment

By Safa Andac

retfound-alignment

  • 1