Joint ordinal regression and multiclass classification for diabetic retinopathy grading with transformers and CNNs fusion network
Joint ordinal regression and multiclass classification for diabetic retinopathy grading with transformers and CNNs fusion network
Lei Ma,Qihang Xu,3 Authors,Lei Wang
2023 · DOI: 10.1007/s10489-023-04949-y
Applied intelligence (Boston) · 18 Citations
TLDR
This work proposes a fusion network based on transformer and convolutional neural network to perform DR grading, and achieves superior performance on publicly available DeepDR and IDRiD datasets.