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