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Retina April 2025

Quantifications of Outer Retinal Bands in Geographic Atrophy by Comparing Superior Axial Resolution and Conventional OCT

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Sophie Frank-Publig; Hrvoje Bogunovic; Klaudia Birner; Markus Gumpinger; Philipp Fuchs; Leonard M. Coulibaly; Virginia Mares; Friedrich Michel; Fiona Sophia Schmidt; Ursula Schmidt-Erfurth; Gregor S. Reiter
TAGS: age-related macular degeneration, nonexudative, eye, diagnostic imaging
Invest. Ophthalmol. Vis. Sci.. 2025; 66(4):65. https://doi.org/10.1167/iovs.66.4.65

Artificial Intelligence March 2025

Anomaly Detection in Retinal OCT Images With Deep Learning-Based Knowledge Distillation

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Guilherme Aresta; Teresa Araújo; Ursula Schmidt-Erfurth; Hrvoje Bogunović
TAGS: datasets, distillation, learning, volume, severity of illness, maps, screening
Trans. Vis. Sci. Tech.. 2025; 14(3):26. https://doi.org/10.1167/tvst.14.3.26

Retina March 2025

Structure-Function Correlation of Deep-Learning Quantified Ellipsoid Zone and Retinal Pigment Epithelium Loss and Microperimetry in Geographic Atrophy

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Klaudia Birner; Gregor S. Reiter; Irene Steiner; Azin Zarghami; Amir Sadeghipour; Simon Schürer-Waldheim; Markus Gumpinger; Hrvoje Bogunović; Ursula Schmidt-Erfurth
TAGS: age-related macular degeneration, nonexudative, deep learning, retinal pigment epithelium, biological markers, drusen, atrophy
Invest. Ophthalmol. Vis. Sci.. 2025; 66(3):26. https://doi.org/10.1167/iovs.66.3.26

Includes: Supplemental Content

Retina February 2025

Targeted Microperimetry Grids for Focal Lesions in Intermediate AMD: PINNACLE Study Report 7

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Stefan Futterknecht; Philipp Anders; Julia Mai; Sophie Riedl; Ursula Hall; Chrysoula Gabrani; Kristina Pfau; Martin J. Menten; Daniel Rueckert; A. Toby Prevost; Hrvoje Bogunovic; Lars G. Fritsche; Ursula Schmidt-Erfurth; Sobha Sivaprasad; Andrew Lotery; Hendrik P. N. Scholl; Maximilian Pfau
TAGS: drusen, study report, vision, eye, diagnostic imaging
Invest. Ophthalmol. Vis. Sci.. 2025; 66(2):6. https://doi.org/10.1167/iovs.66.2.6

Includes: Supplemental Content

Multidisciplinary Ophthalmic Imaging October 2024

Severity Stratification of Coronary Artery Disease Using Novel Inner Ellipse-Based Foveal Avascular Zone Biomarkers

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Natasa Jeremic; Maximilian Pawloff; Dmitrii Lachinov; Stephanie Rokitansky; Matthias Hasun; Franz Weidinger; Andreas Pollreisz; Hrvoje Bogunović; Ursula Schmidt-Erfurth
TAGS: biological markers, coronary arteriosclerosis, stratification
Invest. Ophthalmol. Vis. Sci.. 2024; 65(12):15. https://doi.org/10.1167/iovs.65.12.15

Includes: Supplemental Content

Retina July 2024

Sequence of Morphological Changes Preceding Atrophy in Intermediate AMD Using Deep Learning

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Sophie Riedl; Ursula Schmidt-Erfurth; Antoine Rivail; Klaudia Birner; Julia Mai; Wolf-Dieter Vogl; Zhichao Wu; Robyn H. Guymer; Hrvoje Bogunović; Gregor S. Reiter
TAGS: atrophy, cohort studies, deep learning, drusen, diagnostic imaging, eye, atrophic condition of skin
Invest. Ophthalmol. Vis. Sci.. 2024; 65(8):30. https://doi.org/10.1167/iovs.65.8.30

Includes: Supplemental Content

ARVO Annual Meeting Abstract June 2024

Evaluating the distribution of fundus autofluorescence phenotypes in a large, European intermediate AMD cohort and describing a novel phenotype (A PINNACLE Study Report)

Tom Taylor; Rebecca Anne Kaye; Julia Mai; Lars Fritsche; Toby Prevost; Daniel Rueckert; Hrvoje Bogunovic; Hendrik P Scholl; Ursula Schmidt-Erfurth; Sobha Sivaprasad; Andrew Lotery

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):2266.

ARVO Annual Meeting Abstract June 2024

Artificial Intelligence-supported Treatment in neovascular AMD: Retinal Fluid correlation with Photoreceptor condition and Baseline Characteristics

Sophie Frank; Virginia Mares; Stefan Sacu; Philipp Fuchs; Leonard Mana Coulibaly; Georg Faustmann; Markus Gumpinger; Emese Sükei; Hrvoje Bogunovic; Gregor Sebastian Reiter; Oliver Leingang; Wolf-Dieter Vogl; Ursula Schmidt-Erfurth

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):2114.

ARVO Annual Meeting Abstract June 2024

Enriching AI-based Predictive Models from Retinal Imaging by Multi-Modal Contrastive Pre-training

Emese Sükei; Sophie Riedl; Elisabeth Rumetshofer; Niklas Schmidinger; Andreas Mayr; Ursula Schmidt-Erfurth; Günter Klambauer; Hrvoje Bogunovic

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):450.

ARVO Annual Meeting Abstract June 2024

Severity Stratification of Coronary Heart Disease using novel inner Ellipse based Foveal Avascular Zone Biomarkers

Natasa Jeremic; Maximilian Pawloff; Dmitrii Lachinov; Stephanie Rokitansky; Matthias Hasun; Franz Weidinger; Andreas Pollreisz; Hrvoje Bogunovic; Ursula Schmidt-Erfurth

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):3891.

ARVO Annual Meeting Abstract June 2024

Few-shot retinal layer boundary segmentation adaptation for regressing novel retinal layers visible on high-resolution OCT

Hrvoje Bogunovic; Botond Fazekas; Sophie Frank; Gregor Sebastian Reiter; Ursula Schmidt-Erfurth

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):2386.

ARVO Annual Meeting Abstract June 2024

Robust deep learning for automated AMD screening and staging based on a retinal foundation model

Teresa Araújo; Guilherme Moreira Aresta; Ursula Schmidt-Erfurth; Hrvoje Bogunovic

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):2833.

ARVO Annual Meeting Abstract June 2024

Deep learning for efficient screening for retinal disease from large OCT datasets by knowledge-based distillation

Guilherme Moreira Aresta; Teresa Araújo; Ursula Schmidt-Erfurth; Hrvoje Bogunovic

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):2369.

ARVO Annual Meeting Abstract June 2024

Rate of response to treatment in eyes with geographic atrophy treated with Pegcetacoplan in a within-patient comparison using automated AI-based OCT biomarker quantifications in OAKS and DERBY

Gregor Sebastian Reiter; Julia Mai; Alex McKeown; Emma Foos; Amir Sadeghipour; Hrvoje Bogunovic; Ursula Schmidt-Erfurth

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):6488.

ARVO Annual Meeting Abstract June 2024

Deep-learning supported pointwise structure-function correlation from healthy eyes to intermediate and late non-exudative age-related macular degeneration

Klaudia Kostolna; Gregor Sebastian Reiter; Leonard Mana Coulibaly; Irene Steiner; Hamza Mohamed; Azin Zhargami; Simon Schürer-Waldheim; Markus Gumpinger; Hrvoje Bogunovic; Ursula Schmidt-Erfurth

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):5683.

ARVO Annual Meeting Abstract June 2024

Patient-tailored Microperimetry Grids for Focal Lesions in Intermediate AMD: A PINNACLE Study Report

Stefan Futterknecht; Maximilian Pfau; Philipp Anders; Julia Mai; Ursula Hall; Hrvoje Bogunovic; Lars Fritsche; Daniel Rueckert; Ursula Schmidt-Erfurth; Sobha Sivaprasad; Andrew Lotery; Hendrik P Scholl

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):4386.

ARVO Annual Meeting Abstract June 2024

AI-based correlation of functional retinal testing with retinal fluid volumes and compartments in neovascular age-related macular degeneration

Laetitia Hinterhuber; Gregor Sebastian Reiter; Klaudia Kostolna; Hamza Mohamed; Leonard Mana Coulibaly; Philipp Fuchs; Simon Schürer-Waldheim; Markus Gumpinger; Hrvoje Bogunovic; Oliver Leingang; Ursula Schmidt-Erfurth

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):3259.

ARVO Annual Meeting Abstract June 2024

Selecting a well-performing approach for automated subretinal drusenoid deposits quantification

Simon Schürer-Waldheim; José Morano; Guilherme Moreira Aresta; Klaudia Kostolna; Gregor Sebastian Reiter; Ursula Schmidt-Erfurth; Hrvoje Bogunovic

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):2392.

ARVO Annual Meeting Abstract June 2024

Inter- and Intra-reader agreement on quantitative Subretinal Drusenoid Deposits OCT Segmentation in Intermediate Age-Related Macular Degeneration

Anna Eidenberger; Gregor Sebastian Reiter; Sophie Frank; Klaudia Kostolna; Virginia Mares; Simon Schürer-Waldheim; Hrvoje Bogunovic; Ursula Schmidt-Erfurth

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):2302.

ARVO Annual Meeting Abstract June 2024

Using adaptive optics to assess hyporeflective clumps as a biomarker for progression to cRORA in the PINNACLE study

Christopher Holmes; Naomi Wijesingha; Syed Ahmer Raza; Tom Taylor; Ahmed Hagag; Sophie Riedl; Julia Mai; Daniel Rueckert; Hrvoje Bogunovic; Hendrik P Scholl; Ursula Schmidt-Erfurth; Lars Fritsche; Andrew Lotery; Sobha Sivaprasad

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):3264.

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Quantifications of Outer Retinal Bands in Geographic Atrophy by Comparing Superior Axial Resolution and Conventional OCT

Anomaly Detection in Retinal OCT Images With Deep Learning-Based Knowledge Distillation

Structure-Function Correlation of Deep-Learning Quantified Ellipsoid Zone and Retinal Pigment Epithelium Loss and Microperimetry in Geographic Atrophy

Targeted Microperimetry Grids for Focal Lesions in Intermediate AMD: PINNACLE Study Report 7

Severity Stratification of Coronary Artery Disease Using Novel Inner Ellipse-Based Foveal Avascular Zone Biomarkers

Sequence of Morphological Changes Preceding Atrophy in Intermediate AMD Using Deep Learning

Evaluating the distribution of fundus autofluorescence phenotypes in a large, European intermediate AMD cohort and describing a novel phenotype (A PINNACLE Study Report)

Artificial Intelligence-supported Treatment in neovascular AMD: Retinal Fluid correlation with Photoreceptor condition and Baseline Characteristics

Enriching AI-based Predictive Models from Retinal Imaging by Multi-Modal Contrastive Pre-training

Severity Stratification of Coronary Heart Disease using novel inner Ellipse based Foveal Avascular Zone Biomarkers

Few-shot retinal layer boundary segmentation adaptation for regressing novel retinal layers visible on high-resolution OCT

Robust deep learning for automated AMD screening and staging based on a retinal foundation model

Deep learning for efficient screening for retinal disease from large OCT datasets by knowledge-based distillation

Rate of response to treatment in eyes with geographic atrophy treated with Pegcetacoplan in a within-patient comparison using automated AI-based OCT biomarker quantifications in OAKS and DERBY

Deep-learning supported pointwise structure-function correlation from healthy eyes to intermediate and late non-exudative age-related macular degeneration

Patient-tailored Microperimetry Grids for Focal Lesions in Intermediate AMD: A PINNACLE Study Report

AI-based correlation of functional retinal testing with retinal fluid volumes and compartments in neovascular age-related macular degeneration

Selecting a well-performing approach for automated subretinal drusenoid deposits quantification

Inter- and Intra-reader agreement on quantitative Subretinal Drusenoid Deposits OCT Segmentation in Intermediate Age-Related Macular Degeneration

Using adaptive optics to assess hyporeflective clumps as a biomarker for progression to cRORA in the PINNACLE study

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