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ArticlesPeer ReviewedFull Text
Spatio-temporal alterations in retinal and choroidal layers in the progression of age-related macular degeneration (AMD) in optical coherence tomography
Author / Creator:Vogl, Wolf-Dieter ; Bogunović, Hrvoje ; Waldstein, Sebastian M. ; Riedl, Sophie ; Schmidt-Erfurth, Ursula
Publisher:London: Nature Publishing Group UK
Journal title:Scientific reports, 2021-03, Vol.11 (1), p.5743-11, Article 5743
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Few-shot out-of-distribution detection for automated screening in retinal OCT images using deep learning
Author / Creator:Araújo, Teresa ; Aresta, Guilherme ; Schmidt-Erfurth, Ursula ; Bogunović, Hrvoje
Publisher:London: Nature Publishing Group UK
Journal title:Scientific reports, 2023-09, Vol.13 (1), p.16231-16231, Article 16231
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Multi-modal representation learning in retinal imaging using self-supervised learning for enhanced clinical predictions
Author / Creator:Sükei, Emese ; Rumetshofer, Elisabeth ; Schmidinger, Niklas ; Mayr, Andreas ; Schmidt-Erfurth, Ursula ; Klambauer, Günter ; Bogunović, Hrvoje
Publisher:London: Nature Publishing Group UK
Journal title:Scientific reports, 2024-11, Vol.14 (1), p.26802-12, Article 26802
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Therapeutic response in the HAWK and HARRIER trials using deep learning in retinal fluid volume and compartment analysis
Author / Creator:Schmidt-Erfurth, Ursula ; Mulyukov, Zufar ; Gerendas, Bianca S. ; Reiter, Gregor S. ; Lorand, Daniel ; Weissgerber, Georges ; Bogunović, Hrvoje
Publisher:London: Nature Publishing Group UK
Journal title:Eye (London), 2023-04, Vol.37 (6), p.1160-1169
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Unbiased identification of novel subclinical imaging biomarkers using unsupervised deep learning
Author / Creator:Waldstein, Sebastian M. ; Seeböck, Philipp ; Donner, René ; Sadeghipour, Amir ; Bogunović, Hrvoje ; Osborne, Aaron ; Schmidt-Erfurth, Ursula
Publisher:London: Nature Publishing Group UK
Journal title:Scientific reports, 2020-07, Vol.10 (1), p.12954-12954, Article 12954
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Automated deep learning-based AMD detection and staging in real-world OCT datasets (PINNACLE study report 5)
Author / Creator:Leingang, Oliver ; Riedl, Sophie ; Mai, Julia ; Reiter, Gregor S. ; Faustmann, Georg ; Fuchs, Philipp ; Scholl, Hendrik P. N. ; Sivaprasad, Sobha ; Rueckert, Daniel ; Lotery, Andrew ; Schmidt-Erfurth, Ursula ; Bogunović, Hrvoje
Publisher:London: Nature Publishing Group UK
Journal title:Scientific reports, 2023-11, Vol.13 (1), p.19545-19545, Article 19545
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Anomaly Detection in Optical Coherence Tomography Angiography (OCTA) with a Vector-Quantized Variational Auto-Encoder (VQ-VAE)
Author / Creator:Jebril, Hana ; Esengönül, Meltem ; Bogunović, Hrvoje
Publisher:Switzerland: MDPI AG
Journal title:Bioengineering (Basel), 2024-07, Vol.11 (7), p.682
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Topographic and quantitative correlation of structure and function using deep learning in subclinical biomarkers of intermediate age-related macular degeneration
Author / Creator:Birner, Klaudia ; Reiter, Gregor S. ; Steiner, Irene ; Deák, Gábor ; Mohamed, Hamza ; Schürer-Waldheim, Simon ; Gumpinger, Markus ; Bogunović, Hrvoje ; Schmidt-Erfurth, Ursula
Publisher:London: Nature Publishing Group UK
Journal title:Scientific reports, 2024-11, Vol.14 (1), p.28165-11, Article 28165
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Quantitative assessment of depolarization by the retinal pigment epithelium in healthy and glaucoma subjects measured over a large field of view
Author / Creator:Motschi, Alice R ; Schwarzhans, Florian ; Desissaire, Sylvia ; Steiner, Stefan ; Bogunović, Hrvoje ; Roberts, Philipp K ; Vass, Clemens ; Hitzenberger, Christoph K ; Pircher, Michael
Publisher:United States: Public Library of Science
Journal title:PloS one, 2022-12, Vol.17 (12), p.e0278679-e0278679
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ArticlesPeer ReviewedFull Text
Automated Quantification of Photoreceptor alteration in macular disease using Optical Coherence Tomography and Deep Learning
Author / Creator:Orlando, José Ignacio ; Gerendas, Bianca S. ; Riedl, Sophie ; Grechenig, Christoph ; Breger, Anna ; Ehler, Martin ; Waldstein, Sebastian M. ; Bogunović, Hrvoje ; Schmidt-Erfurth, Ursula
Publisher:London: Nature Publishing Group UK
Journal title:Scientific reports, 2020-03, Vol.10 (1), p.5619-5619, Article 5619
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ArticlesPeer ReviewedFull Text
Open Fundus Photograph Dataset with Pathologic Myopia Recognition and Anatomical Structure Annotation
Author / Creator:Fang, Huihui ; Li, Fei ; Wu, Junde ; Fu, Huazhu ; Sun, Xu ; Orlando, José Ignacio ; Bogunović, Hrvoje ; Zhang, Xiulan ; Xu, Yanwu
Publisher:London: Nature Publishing Group UK
Journal title:Scientific data, 2024-01, Vol.11 (1), p.99-99, Article 99
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ArticlesPeer ReviewedFull Text
Quantitative assessment of depolarization by the retinal pigment epithelium in healthy and glaucoma subjects measured over a large field of view
Author / Creator:Alice R. Motschi ; Florian Schwarzhans ; Sylvia Desissaire ; Stefan Steiner ; Hrvoje Bogunović ; Philipp K. Roberts ; Clemens Vass ; Christoph K. Hitzenberger ; Michael Pircher
Publisher:Public Library of Science (PLoS)
Journal title:PloS one, 2022-12, Vol.17 (12)
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ArticlesPeer ReviewedFull Text
Why rankings of biomedical image analysis competitions should be interpreted with care
Author / Creator:Maier-Hein, Lena ; Eisenmann, Matthias ; Reinke, Annika ; Onogur, Sinan ; Stankovic, Marko ; Scholz, Patrick ; Arbel, Tal ; Bogunovic, Hrvoje ; Bradley, Andrew P. ; Carass, Aaron ; Feldmann, Carolin ; Frangi, Alejandro F. ; Full, Peter M. ; van Ginneken, Bram ; Hanbury, Allan ; Honauer, Katrin ; Kozubek, Michal ; Landman, Bennett A. ; März, Keno ; Maier, Oskar ; Maier-Hein, Klaus ; Menze, Bjoern H. ; Müller, Henning ; Neher, Peter F. ; Niessen, Wiro ; Rajpoot, Nasir ; Sharp, Gregory C. ; Sirinukunwattana, Korsuk ; Speidel, Stefanie ; Stock, Christian ; Stoyanov, Danail ; Taha, Abdel Aziz ; van der Sommen, Fons ; Wang, Ching-Wei ; Weber, Marc-André ; Zheng, Guoyan ; Jannin, Pierre ; Kopp-Schneider, Annette
Publisher:London: Nature Publishing Group UK
Journal title:Nature communications, 2018-12, Vol.9 (1), p.5217-13, Article 5217
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ArticlesPeer ReviewedFull Text
Linking disease activity with optical coherence tomography angiography in neovascular age related macular degeneration using artificial intelligence
Author / Creator:Schranz, Markus ; Bogunovic, Hrvoje ; Deak, Gabor ; Sadeghipour, Amir ; Reiter, Gregor Sebastian ; Schmidt-Erfurth, Ursula
Publisher:London: Nature Publishing Group UK
Journal title:Scientific reports, 2024-08, Vol.14 (1), p.19278-10, Article 19278
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ArticlesPeer ReviewedFull Text
Clinical validation for automated geographic atrophy monitoring on OCT under complement inhibitory treatment
Author / Creator:Mai, Julia ; Lachinov, Dmitrii ; Riedl, Sophie ; Reiter, Gregor S. ; Vogl, Wolf-Dieter ; Bogunovic, Hrvoje ; Schmidt-Erfurth, Ursula
Publisher:London: Nature Publishing Group UK
Journal title:Scientific reports, 2023-04, Vol.13 (1), p.7028-7028, Article 7028
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Quantitative comparison of automated OCT and conventional FAF-based geographic atrophy measurements in the phase 3 OAKS/DERBY trials
Author / Creator:Mai, Julia ; Reiter, Gregor S. ; Riedl, Sophie ; Vogl, Wolf-Dieter ; Sadeghipour, Amir ; Foos, Emma ; McKeown, Alex ; Bogunovic, Hrvoje ; Schmidt-Erfurth, Ursula
Publisher:London: Nature Publishing Group UK
Journal title:Scientific reports, 2024-09, Vol.14 (1), p.20531-9, Article 20531
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Influence of OCT biomarkers on microperimetry intra- and interdevice repeatability in diabetic macular edema
Author / Creator:Stino, Heiko ; Birner, Klaudia ; Hinterhuber, Laetitia ; Struppe, Alexandra ; Gumpinger, Markus ; Schürer-Waldheim, Simon ; Bogunovic, Hrvoje ; Schmidt-Erfurth, Ursula ; Pollreisz, Andreas ; Reiter, Gregor S.
Publisher:London: Nature Publishing Group UK
Journal title:Scientific reports, 2024-10, Vol.14 (1), p.23342-9, Article 23342
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AI-based support for optical coherence tomography in age-related macular degeneration
Author / Creator:Mares, Virginia ; Nehemy, Marcio B ; Bogunovic, Hrvoje ; Frank, Sophie ; Reiter, Gregor S ; Schmidt-Erfurth, Ursula
Publisher:England: BioMed Central
Journal title:International journal of retina and vitreous, 2024-04, Vol.10 (1), p.31-11, Article 31
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ArticlesPeer ReviewedFull Text
Author Correction: Why rankings of biomedical image analysis competitions should be interpreted with care
Author / Creator:Maier-Hein, Lena ; Eisenmann, Matthias ; Reinke, Annika ; Onogur, Sinan ; Stankovic, Marko ; Scholz, Patrick ; Arbel, Tal ; Bogunovic, Hrvoje ; Bradley, Andrew P. ; Carass, Aaron ; Feldmann, Carolin ; Frangi, Alejandro F. ; Full, Peter M. ; van Ginneken, Bram ; Hanbury, Allan ; Honauer, Katrin ; Kozubek, Michal ; Landman, Bennett A. ; März, Keno ; Maier, Oskar ; Maier-Hein, Klaus ; Menze, Bjoern H. ; Müller, Henning ; Neher, Peter F. ; Niessen, Wiro ; Rajpoot, Nasir ; Sharp, Gregory C. ; Sirinukunwattana, Korsuk ; Speidel, Stefanie ; Stock, Christian ; Stoyanov, Danail ; Taha, Abdel Aziz ; van der Sommen, Fons ; Wang, Ching-Wei ; Weber, Marc-André ; Zheng, Guoyan ; Jannin, Pierre ; Kopp-Schneider, Annette
Publisher:London: Nature Publishing Group UK
Journal title:Nature communications, 2019-01, Vol.10 (1), p.588-2, Article 588
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Evaluating the impact of vitreomacular adhesion on anti-VEGF therapy for retinal vein occlusion using machine learning
Author / Creator:Waldstein, Sebastian M. ; Montuoro, Alessio ; Podkowinski, Dominika ; Philip, Ana-Maria ; Gerendas, Bianca S. ; Bogunovic, Hrvoje ; Schmidt-Erfurth, Ursula
Publisher:London: Nature Publishing Group UK
Journal title:Scientific reports, 2017-06, Vol.7 (1), p.2928-11, Article 2928
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Showing 1 to 20 of 75 results

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Spatio-temporal alterations in retinal and choroidal layers in the progression of age-related macular degeneration (AMD) in optical coherence tomography

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Few-shot out-of-distribution detection for automated screening in retinal OCT images using deep learning

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Multi-modal representation learning in retinal imaging using self-supervised learning for enhanced clinical predictions

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Therapeutic response in the HAWK and HARRIER trials using deep learning in retinal fluid volume and compartment analysis

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Unbiased identification of novel subclinical imaging biomarkers using unsupervised deep learning

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Automated deep learning-based AMD detection and staging in real-world OCT datasets (PINNACLE study report 5)

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Anomaly Detection in Optical Coherence Tomography Angiography (OCTA) with a Vector-Quantized Variational Auto-Encoder (VQ-VAE)

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Topographic and quantitative correlation of structure and function using deep learning in subclinical biomarkers of intermediate age-related macular degeneration

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Quantitative assessment of depolarization by the retinal pigment epithelium in healthy and glaucoma subjects measured over a large field of view

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Automated Quantification of Photoreceptor alteration in macular disease using Optical Coherence Tomography and Deep Learning

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Open Fundus Photograph Dataset with Pathologic Myopia Recognition and Anatomical Structure Annotation

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Quantitative assessment of depolarization by the retinal pigment epithelium in healthy and glaucoma subjects measured over a large field of view

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Why rankings of biomedical image analysis competitions should be interpreted with care

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Linking disease activity with optical coherence tomography angiography in neovascular age related macular degeneration using artificial intelligence

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Clinical validation for automated geographic atrophy monitoring on OCT under complement inhibitory treatment

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Quantitative comparison of automated OCT and conventional FAF-based geographic atrophy measurements in the phase 3 OAKS/DERBY trials

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Influence of OCT biomarkers on microperimetry intra- and interdevice repeatability in diabetic macular edema

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AI-based support for optical coherence tomography in age-related macular degeneration

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Author Correction: Why rankings of biomedical image analysis competitions should be interpreted with care

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Evaluating the impact of vitreomacular adhesion on anti-VEGF therapy for retinal vein occlusion using machine learning

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