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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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