Transformer-Based Multi-Prototype Approach for Diabetic Macular Edema Analysis in OCT Images

Author:

Vidal Plácido L.1,de Moura Joaquim1,Novo Jorge1,Ortega Marcos1,Cardoso Jaime S.2

Affiliation:

1. Universidade da Coruña,Centro de Investigación CITIC,A Coruña,Spain,15071

2. Centre for Telecommunications and Multimedia, INESC TEC,Porto,Portugal,4200-465

Funder

Instituto de Salud Carlos III

Ministerio de Ciencia e Innovación

Publisher

IEEE

Reference19 articles.

1. Protopformer: Concentrating on prototypical parts in vision transformers for interpretable image recognition;xue,2022

2. These do not Look Like Those: An Interpretable Deep Learning Model for Image Recognition

3. Going deeper with Image Transformers

4. Training data-efficient image transformers and; distillation through attention;touvron;Proceedings of the 38th International Conference on Machine Learning,2021

5. XProtoNet: Diagnosis in Chest Radiography with Global and Local Explanations

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