Guilherme Moreira Aresta
AuthID: R-00G-VSX
1
TITLE: SD-RetinaNet: Topologically Constrained Semi-Supervised Retinal Lesion and Layer Segmentation in OCT Full Text
AUTHORS: Botond Fazekas; Guilherme Aresta; Philipp Seeböck; Julia Mai; Ursula Schmidt-Erfurth; Hrvoje Bogunović;
PUBLISHED: 2026, SOURCE: IEEE Transactions on Medical Imaging, VOLUME: 45, ISSUE: 3
AUTHORS: Botond Fazekas; Guilherme Aresta; Philipp Seeböck; Julia Mai; Ursula Schmidt-Erfurth; Hrvoje Bogunović;
PUBLISHED: 2026, SOURCE: IEEE Transactions on Medical Imaging, VOLUME: 45, ISSUE: 3
2
TITLE: <i>MedShapeNet</i> - a large-scale dataset of 3D medical shapes for computer vision
AUTHORS: Li, Jianning; Zhou, Zongwei; Yang, Jiancheng; Pepe, Antonio; Gsaxner, Christina; Luijten, Gijs; Qu, Chongyu; Zhang, Tiezheng; Chen, Xiaoxi; Li, Wenxuan; Wodzinski, Marek; Friedrich, Paul; Xie, Kangxian; Jin, Yuan; Ambigapathy, Narmada; Nasca, Enrico; Solak, Naida; Melito, Gian Marco; Vu, VD; Memon, Afaque R.; ...More
PUBLISHED: 2025, SOURCE: BIOMEDICAL ENGINEERING-BIOMEDIZINISCHE TECHNIK, VOLUME: 70, ISSUE: 1
AUTHORS: Li, Jianning; Zhou, Zongwei; Yang, Jiancheng; Pepe, Antonio; Gsaxner, Christina; Luijten, Gijs; Qu, Chongyu; Zhang, Tiezheng; Chen, Xiaoxi; Li, Wenxuan; Wodzinski, Marek; Friedrich, Paul; Xie, Kangxian; Jin, Yuan; Ambigapathy, Narmada; Nasca, Enrico; Solak, Naida; Melito, Gian Marco; Vu, VD; Memon, Afaque R.; ...More
PUBLISHED: 2025, SOURCE: BIOMEDICAL ENGINEERING-BIOMEDIZINISCHE TECHNIK, VOLUME: 70, ISSUE: 1
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TITLE: ROQUS: a retinal OCT quality and usability score Full Text
AUTHORS: Guilherme Aresta; Teresa Araújo; Georg Faustmann; Hrvoje Bogunović;
PUBLISHED: 2025, SOURCE: Biomedical Optics Express, VOLUME: 16, ISSUE: 7
AUTHORS: Guilherme Aresta; Teresa Araújo; Georg Faustmann; Hrvoje Bogunović;
PUBLISHED: 2025, SOURCE: Biomedical Optics Express, VOLUME: 16, ISSUE: 7
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TITLE: Automatic Detection and Prediction of nAMD Activity Change in Retinal OCT Using Siamese Networks and Wasserstein Distance for Ordinality
AUTHORS: Taha Emre; Teresa Araújo; Marzieh Oghbaie; Dmitrii Lachinov; Guilherme Aresta; Hrvoje Bogunović;
PUBLISHED: 2025, SOURCE: Lecture Notes in Computer Science - Image-Based Prediction of Retinal Disease Progression
AUTHORS: Taha Emre; Teresa Araújo; Marzieh Oghbaie; Dmitrii Lachinov; Guilherme Aresta; Hrvoje Bogunović;
PUBLISHED: 2025, SOURCE: Lecture Notes in Computer Science - Image-Based Prediction of Retinal Disease Progression
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TITLE: Anomaly Detection in Retinal OCT Images With Deep Learning-Based Knowledge Distillation
AUTHORS: Guilherme Aresta; Teresa Araújo; Ursula Schmidt-Erfurth; Hrvoje Bogunović;
PUBLISHED: 2025, SOURCE: Translational Vision Science & Technology, VOLUME: 14, ISSUE: 3
AUTHORS: Guilherme Aresta; Teresa Araújo; Ursula Schmidt-Erfurth; Hrvoje Bogunović;
PUBLISHED: 2025, SOURCE: Translational Vision Science & Technology, VOLUME: 14, ISSUE: 3
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TITLE: SD-LayerNet: Robust and label-efficient retinal layer segmentation via anatomical priors Full Text
AUTHORS: Botond Fazekas; Guilherme Aresta; Dmitrii Lachinov; Sophie Riedl; Julia Mai; Ursula Schmidt-Erfurth; Hrvoje Bogunović;
PUBLISHED: 2025, SOURCE: Computer Methods and Programs in Biomedicine, VOLUME: 261
AUTHORS: Botond Fazekas; Guilherme Aresta; Dmitrii Lachinov; Sophie Riedl; Julia Mai; Ursula Schmidt-Erfurth; Hrvoje Bogunović;
PUBLISHED: 2025, SOURCE: Computer Methods and Programs in Biomedicine, VOLUME: 261
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TITLE: GARD: Gamma-Based Anatomical Restoration and Denoising for Retinal OCT
AUTHORS: Botond Fazekas; Thomas Pinetz; Guilherme Aresta; Taha Emre; Hrvoje Bogunović;
PUBLISHED: 2025, SOURCE: Lecture Notes in Computer Science - Ophthalmic Medical Image Analysis
AUTHORS: Botond Fazekas; Thomas Pinetz; Guilherme Aresta; Taha Emre; Hrvoje Bogunović;
PUBLISHED: 2025, SOURCE: Lecture Notes in Computer Science - Ophthalmic Medical Image Analysis
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TITLE: Interactive Deep Learning-Based Retinal OCT Layer Segmentation Refinement by Regressing Translation Maps
AUTHORS: Guilherme Aresta; Teresa Araújo; Botond Fazekas; Julia Mai; Ursula Schmidt-Erfurth; Hrvoje Bogunović;
PUBLISHED: 2024, SOURCE: IEEE Access, VOLUME: 12
AUTHORS: Guilherme Aresta; Teresa Araújo; Botond Fazekas; Julia Mai; Ursula Schmidt-Erfurth; Hrvoje Bogunović;
PUBLISHED: 2024, SOURCE: IEEE Access, VOLUME: 12
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TITLE: AIROGS: Artificial Intelligence for Robust Glaucoma Screening Challenge Full Text
AUTHORS: Coen de Vente; Koenraad A Vermeer; Nicolas Jaccard; He Wang; Hongyi Sun; Firas Khader; Daniel Truhn; Temirgali Aimyshev; Yerkebulan Zhanibekuly; Tien-Dung Le; Adrian Galdran; Miguel Ángel González Ballester; Gustavo Carneiro; Devika, RG; Hrishikesh Panikkasseril Sethumadhavan; Densen Puthussery; Hong Liu; Zekang Yang; Satoshi Kondo; Satoshi Kasai; ...More
PUBLISHED: 2024, SOURCE: IEEE Transactions on Medical Imaging, VOLUME: 43, ISSUE: 1
AUTHORS: Coen de Vente; Koenraad A Vermeer; Nicolas Jaccard; He Wang; Hongyi Sun; Firas Khader; Daniel Truhn; Temirgali Aimyshev; Yerkebulan Zhanibekuly; Tien-Dung Le; Adrian Galdran; Miguel Ángel González Ballester; Gustavo Carneiro; Devika, RG; Hrishikesh Panikkasseril Sethumadhavan; Densen Puthussery; Hong Liu; Zekang Yang; Satoshi Kondo; Satoshi Kasai; ...More
PUBLISHED: 2024, SOURCE: IEEE Transactions on Medical Imaging, VOLUME: 43, ISSUE: 1
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TITLE: Deep Multimodal Fusion of Data With Heterogeneous Dimensionality via Projective Networks Full Text
AUTHORS: José Morano; Guilherme Aresta; Christoph Grechenig; Ursula Schmidt-Erfurth; Hrvoje Bogunović;
PUBLISHED: 2024, SOURCE: IEEE Journal of Biomedical and Health Informatics, VOLUME: 28, ISSUE: 4
AUTHORS: José Morano; Guilherme Aresta; Christoph Grechenig; Ursula Schmidt-Erfurth; Hrvoje Bogunović;
PUBLISHED: 2024, SOURCE: IEEE Journal of Biomedical and Health Informatics, VOLUME: 28, ISSUE: 4
