MTCSNN: Multi-task Clinical Siamese Neural Network for Diabetic Retinopathy Severity Prediction.

Chao Feng Jui Po Hung Aishan Li Jieping Yang Xinyu Zhang

Published in: CoRR (2022)

Keyphrases

multi task
neural network
diabetic retinopathy
multi task learning
learning tasks
medical experts
multiple tasks

gaussian processes
learning problems
multi class
feature selection
transfer learning
sparse learning
medical domain

retinal images
blood vessels
clinical practice
machine learning
early detection
automatic detection
competitive learning

clinical data
self organizing maps
optic disc
vessel segmentation
pairwise
decision trees