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Publications

Publications by CRIIS

2026

Lesion Segmentation Associated with Diabetic Retinopathy Using Deep Learning Methods

Authors
Maria Videira; Marcos Ferreira; Geraldo Braz; Nuno Correia; António Cunha;

Publication
Procedia Computer Science

Abstract

2026

Segmentation of Retinal Layers in OCT Images Using Deep Learning Methods

Authors
Vasconcelos, I; Ferreira, M; Braz, G; Correia, N; Cunha, A;

Publication
Procedia Computer Science

Abstract

2026

Weakly Supervised Semantic Segmentation for UAV-based Vineyard Monitoring: Comparing Heuristic and Transformer-based Pseudo-labelling Strategies

Authors
Bras, J; Leite, D; Sousa, JJ; Morais, R; Cunha, A;

Publication
Procedia Computer Science

Abstract

2026

Comparative Analysis of CNNs and Vision Transformers for Lesion Classification in Capsule Endoscopy

Authors
Tabosa, C; Salgado, M; Leite, D; Cunha, A;

Publication
Procedia Computer Science

Abstract

2026

Comparative Evaluation of MoE and HMoE for Multiclass Classification in VCE Image Analysis

Authors
Costa, T; Castro, J; Salgado, M; Cunha, A;

Publication
Procedia Computer Science

Abstract

2026

Automatic Optic Nerve Segmentation in Retinal Photographs for Glaucoma Detection Using Convolutional Neural Network

Authors
Machado, C; Pereira, P; Ferreira, M; Braz, G; Correia, N; Cunha, A;

Publication
Procedia Computer Science

Abstract

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