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Guilherme Aresta

Showing results (1-10 of 21) with videos related to

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Biomedical Optics Express|July 18, 2025
ROQUS: a retinal OCT quality and usability scoreGuilherme Aresta, Teresa Araújo, Georg Faustmann, et al.
Translational Vision Science & Technology|March 27, 2025
Anomaly Detection in Retinal OCT Images With Deep Learning-Based Knowledge DistillationGuilherme Aresta, Teresa Araújo, Ursula Schmidt-Erfurth, et al.
Scientific Reports|September 27, 2023
Few-shot out-of-distribution detection for automated screening in retinal OCT images using deep learningTeresa Araújo, Guilherme Aresta, Ursula Schmidt-Erfurth, et al.
IEEE Journal of Biomedical and Health Informatics|January 11, 2024
Deep Multimodal Fusion of Data With Heterogeneous Dimensionality via Projective NetworksJose Morano, Guilherme Aresta, Christoph Grechenig, et al.
IEEE Journal of Biomedical and Health Informatics|October 28, 2022
Segmentation of Bruch's Membrane in Retinal OCT With AMD Using Anatomical Priors and Uncertainty QuantificationBotond Fazekas, Dmitrii Lachinov, Guilherme Aresta, et al.
IEEE Transactions on Medical Imaging|October 1, 2025
SD-RetinaNet: Topologically Constrained Semi-Supervised Retinal Lesion and Layer Segmentation in OCTBotond Fazekas, Guilherme Aresta, Philipp Seebock, et al.
Computer Methods and Programs in Biomedicine|January 14, 2025
SD-LayerNet: Robust and label-efficient retinal layer segmentation via anatomical priorsBotond Fazekas, Guilherme Aresta, Dmitrii Lachinov, et al.
Scientific Reports|August 14, 2019
iW-Net: an automatic and minimalistic interactive lung nodule segmentation deep networkGuilherme Aresta, Colin Jacobs, Teresa Araújo, et al.
Plos One|June 2, 2017
Classification of breast cancer histology images using Convolutional Neural NetworksTeresa Araújo, Guilherme Aresta, Eduardo Castro, et al.
Medical Image Analysis|May 21, 2020
DR|GRADUATE: Uncertainty-aware deep learning-based diabetic retinopathy grading in eye fundus imagesTeresa Araújo, Guilherme Aresta, Luís Mendonça, et al.
Pageof 3

Showing results (1-10 of 21) with videos related to

Sort By:
Pageof 3
Biomedical Optics Express|July 18, 2025
ROQUS: a retinal OCT quality and usability scoreGuilherme Aresta, Teresa Araújo, Georg Faustmann, et al.
Translational Vision Science & Technology|March 27, 2025
Anomaly Detection in Retinal OCT Images With Deep Learning-Based Knowledge DistillationGuilherme Aresta, Teresa Araújo, Ursula Schmidt-Erfurth, et al.
Scientific Reports|September 27, 2023
Few-shot out-of-distribution detection for automated screening in retinal OCT images using deep learningTeresa Araújo, Guilherme Aresta, Ursula Schmidt-Erfurth, et al.
IEEE Journal of Biomedical and Health Informatics|January 11, 2024
Deep Multimodal Fusion of Data With Heterogeneous Dimensionality via Projective NetworksJose Morano, Guilherme Aresta, Christoph Grechenig, et al.
IEEE Journal of Biomedical and Health Informatics|October 28, 2022
Segmentation of Bruch's Membrane in Retinal OCT With AMD Using Anatomical Priors and Uncertainty QuantificationBotond Fazekas, Dmitrii Lachinov, Guilherme Aresta, et al.
IEEE Transactions on Medical Imaging|October 1, 2025
SD-RetinaNet: Topologically Constrained Semi-Supervised Retinal Lesion and Layer Segmentation in OCTBotond Fazekas, Guilherme Aresta, Philipp Seebock, et al.
Computer Methods and Programs in Biomedicine|January 14, 2025
SD-LayerNet: Robust and label-efficient retinal layer segmentation via anatomical priorsBotond Fazekas, Guilherme Aresta, Dmitrii Lachinov, et al.
Scientific Reports|August 14, 2019
iW-Net: an automatic and minimalistic interactive lung nodule segmentation deep networkGuilherme Aresta, Colin Jacobs, Teresa Araújo, et al.
Plos One|June 2, 2017
Classification of breast cancer histology images using Convolutional Neural NetworksTeresa Araújo, Guilherme Aresta, Eduardo Castro, et al.
Medical Image Analysis|May 21, 2020
DR|GRADUATE: Uncertainty-aware deep learning-based diabetic retinopathy grading in eye fundus imagesTeresa Araújo, Guilherme Aresta, Luís Mendonça, et al.
Pageof 3