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Author Details

Hrvoje Bogunovic
Medical University of Vienna
2006
92
26
PMIDPaper TitleJournal TitlePublished Year
37775259Approved AI-based fluid monitoring to identify morphological and functional treatment outcomes in neovascular age-related macular degeneration in real-world routine.Br J Ophthalmol2024
37890677Systematic review of prognostic factors associated with progression to late age-related macular degeneration: Pinnacle study report 2.Surv Ophthalmol2024
37934647Learning Spatio-Temporal Model of Disease Progression With NeuralODEs From Longitudinal Volumetric Data.IEEE Trans Med Imaging2024
37875700Analysing early changes of photoreceptor layer thickness following surgery in eyes with epiretinal membranes.Eye (Lond)2024
35912717Correlation of vascular and fluid-related parameters in neovascular age-related macular degeneration using deep learning.Acta Ophthalmol2023
37758754Few-shot out-of-distribution detection for automated screening in retinal OCT images using deep learning.Sci Rep2023
37806020GAMMA challenge: Glaucoma grAding from Multi-Modality imAges.Med Image Anal2023
37624605Comparison of Novel Volumetric Microperimetry Metrics in Intermediate Age-Related Macular Degeneration: PINNACLE Study Report 3.Transl Vis Sci Technol2023
37945665Automated deep learning-based AMD detection and staging in real-world OCT datasets (PINNACLE study report 5).Sci Rep2023
37989493Long-term effect of fluid volumes during the maintenance phase in neovascular age-related macular degeneration: results from Fight Retinal Blindness!Can J Ophthalmol2023
37497506Automated inter-device 3D OCT image registration using deep learning and retinal layer segmentation.Biomed Opt Express2023
35614343Developing and validating a multivariable prediction model which predicts progression of intermediate to late age-related macular degeneration-the PINNACLE trial protocol.Eye (Lond)2023
35790835Personalized treatment supported by automated quantitative fluid analysis in active neovascular age-related macular degeneration (nAMD)-a phase III, prospective, multicentre, randomized study: design and methods.Eye (Lond)2023
35523860Therapeutic response in the HAWK and HARRIER trials using deep learning in retinal fluid volume and compartment analysis.Eye (Lond)2023
37120456Clinical validation for automated geographic atrophy monitoring on OCT under complement inhibitory treatment.Sci Rep2023
37311835Performance of retinal fluid monitoring in OCT imaging by automated deep learning versus human expert grading in neovascular AMD.Eye (Lond)2023
37113474Exploring Healthy Retinal Aging with Deep Learning.Ophthalmol Sci2023
37342719Characteristics of Henle's fiber layer in healthy and glaucoma eyes assessed by polarization-sensitive optical coherence tomography.Biomed Opt Express2023
37342683Deep survival modeling of longitudinal retinal OCT volumes for predicting the onset of atrophy in patients with intermediate AMD.Biomed Opt Express2023
37170011Point-to-point associations of drusen and hyperreflective foci volumes with retinal sensitivity in non-exudative age-related macular degeneration.Eye (Lond)2023
37169078Progression Dynamics of Early versus Later Stage Atrophic Lesions in Nonneovascular Age-Related Macular Degeneration Using Quantitative OCT Biomarker Segmentation.Ophthalmol Retina2023
36306300Segmentation of Bruch's Membrane in Retinal OCT With AMD Using Anatomical Priors and Uncertainty Quantification.IEEE J Biomed Health Inform2023
35953562Correction: Developing and validating a multivariable prediction model which predicts progression of intermediate to late age-related macular degeneration-the PINNACLE trial protocol.Eye (Lond)2023
35948209Predicting Topographic Disease Progression and Treatment Response of Pegcetacoplan in Geographic Atrophy Quantified by Deep Learning.Ophthalmol Retina2023
33087314Automated quantification of macular fluid in retinal diseases and their response to anti-VEGF therapy.Br J Ophthalmol2022
35667569The Effect of Pegcetacoplan Treatment on Photoreceptor Maintenance in Geographic Atrophy Monitored by Artificial Intelligence-Based OCT Analysis.Ophthalmol Retina2022
35394920Robust Fovea Detection in Retinal OCT Imaging Using Deep Learning.IEEE J Biomed Health Inform2022
35853489Comparison of Fundus Autofluorescence Versus Optical Coherence Tomography-based Evaluation of the Therapeutic Response to Pegcetacoplan in Geographic Atrophy.Am J Ophthalmol2022
36512582Quantitative assessment of depolarization by the retinal pigment epithelium in healthy and glaucoma subjects measured over a large field of view.PLoS One2022
35994584VALIDATION OF AN AUTOMATED FLUID ALGORITHM ON REAL-WORLD DATA OF NEOVASCULAR AGE-RELATED MACULAR DEGENERATION OVER FIVE YEARS.Retina2022
36017006Predicting treat-and-extend outcomes and treatment intervals in neovascular age-related macular degeneration from retinal optical coherence tomography using artificial intelligence.Front Med (Lausanne)2022
34922038Impact of Intra- and Subretinal Fluid on Vision Based on Volume Quantification in the HARBOR Trial.Ophthalmol Retina2022
34934034SYSTEMATIC CORRELATION OF CENTRAL SUBFIELD THICKNESS WITH RETINAL FLUID VOLUMES QUANTIFIED BY DEEP LEARNING IN THE MAJOR EXUDATIVE MACULAR DISEASES.Retina2022
35134543Linking Function and Structure with ReSensNet: Predicting Retinal Sensitivity from OCT using Deep Learning.Ophthalmol Retina2022
34400806Fundus autofluorescence and optical coherence tomography biomarkers associated with the progression of geographic atrophy secondary to age-related macular degeneration.Eye (Lond)2022
34166808AI-based monitoring of retinal fluid in disease activity and under therapy.Prog Retin Eye Res2022
32599175Predicting Progression of Age-Related Macular Degeneration Using OCT and Fundus Photography.Ophthalmol Retina2021
33707539Spatio-temporal alterations in retinal and choroidal layers in the progression of age-related macular degeneration (AMD) in optical coherence tomography.Sci Rep2021
33605982Topographic Distribution and Progression of Soft Drusen Volume in Age-Related Macular Degeneration Implicate Neurobiology of Fovea.Invest Ophthalmol Vis Sci2021
33830960IMPACT OF RESIDUAL SUBRETINAL FLUID VOLUMES ON TREATMENT OUTCOMES IN A SUBRETINAL FLUID-TOLERANT TREAT-AND-EXTEND REGIMEN.Retina2021
34457420Identification and quantification of fibrotic areas in the human retina using polarization-sensitive OCT.Biomed Opt Express2021
34236388Deep Learning-Based Automated Optical Coherence Tomography Segmentation in Clinical Routine: Getting Closer.JAMA Ophthalmol2021
33230065ANALYSIS OF FLUID VOLUME AND ITS IMPACT ON VISUAL ACUITY IN THE FLUID STUDY AS QUANTIFIED WITH DEEP LEARNING.Retina2021
31170065Exploiting Epistemic Uncertainty of Anatomy Segmentation for Anomaly Detection in Retinal OCT.IEEE Trans Med Imaging2020
32737379Unbiased identification of novel subclinical imaging biomarkers using unsupervised deep learning.Sci Rep2020
32896781AGE challenge: Angle Closure Glaucoma Evaluation in Anterior Segment Optical Coherence Tomography.Med Image Anal2020
32750929End-to-End Deep Learning Model for Predicting Treatment Requirements in Neovascular AMD From Longitudinal Retinal OCT Imaging.IEEE J Biomed Health Inform2020
32722799Quantification of Fluid Resolution and Visual Acuity Gain in Patients With Diabetic Macular Edema Using Deep Learning: A Post Hoc Analysis of a Randomized Clinical Trial.JAMA Ophthalmol2020
32248087Correction to "Exploiting Epistemic Uncertainty of Anatomy Segmentation for Anomaly Detection in Retinal OCT".IEEE Trans Med Imaging2020
32277942Role of Deep Learning-Quantified Hyperreflective Foci for the Prediction of Geographic Atrophy Progression.Am J Ophthalmol2020
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Collaborators

Ursula Schmidt-Erfurth
Medical University of Vienna
Co-authored papers 68
Alejandro F Frangi
Co-authored papers 13
Georg Langs
Medical University of Vienna
Co-authored papers 7
Andrew J Lotery
University of Southampton
Co-authored papers 6
Michael D Abr??moff
University of Iowa
Co-authored papers 6
Stefan Sacu
Medical University of Vienna
Co-authored papers 6
Sobha Sivaprasad
NIHR Moorfields Biomedical Research Centre, Moorfields Eye Hospital
Co-authored papers 6
Hendrik P N Scholl
Institute of Molecular and Clinical Ophthalmology Basel
Co-authored papers 5
Lars G Fritsche
Co-authored papers 5
Ferdinand G Schlanitz
Vienna Clinical Trial Center (VTC), Medical University of Vienna
Co-authored papers 4
Robyn H Guymer
Royal Victorian Eye and Ear Hospital, the University of Melbourne
Co-authored papers 4
Bram van Ginneken
Radboud University Medical Center
Co-authored papers 2
Nasir Rajpoot
University of Warwick, University Hospitals Coventry, UK The Alan Turing Institute
Co-authored papers 2
Henning M??ller
University of Applied Sciences of Western Switzerland (HES-SO Valais)
Co-authored papers 2
Gregory C Sharp
Massachusetts General Hospital
Co-authored papers 2
Lee M Jampol
Feinberg School of Medicine, Northwestern University
Co-authored papers 2
Caroline C W Klaver
Erasmus Medical Center
Co-authored papers 2
Martin Ehler
Co-authored papers 2
Bennett A Landman
Vanderbilt University
Co-authored papers 2
Lukas Baumann
Center for Medical Statistics, Medical University of Vienna
Co-authored papers 2
Andreas Pollreisz
Medical University of Vienna
Co-authored papers 2
Bjoern H Menze
Technische Universitat Munchen, University of Zurich
Co-authored papers 2
Korsuk Sirinukunwattana
Institute of Biomedical Engineering (IBME), University of Oxford
Co-authored papers 2
Amitha Domalpally
University of Wisconsin-Madison School of Medicine and Public Health
Co-authored papers 1
Adam R Glassman
Jaeb Center for Health Research
Co-authored papers 1
Astrid Jakob
Medical University Vienna
Co-authored papers 1
Yali Jia
Casey Eye Institute, Oregon Health & Science University
Co-authored papers 1
Cynthia Owsley
University of Alabama at Birmingham
Co-authored papers 1
David Sarraf
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Release 1.2