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List of works by Hrvoje Bogunović

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Standardized evaluation methodology and reference database for evaluating coronary artery centerline extraction algorithms.

scientific article published on 30 June 2009
Fully Automated Detection and Quantification of Macular Fluid in OCT Using Deep Learning.

scientific article published on 8 December 2017
Artificial intelligence in retina

scientific article published on 01 August 2018
Three-dimensional automated choroidal volume assessment on standard spectral-domain optical coherence tomography and correlation with the level of diabetic macular edema

scientific article published on 12 August 2014
A view of the current and future role of optical coherence tomography in the management of age-related macular degeneration

scientific article
Prediction of Anti-VEGF Treatment Requirements in Neovascular AMD Using a Machine Learning Approach.

scientific article
Patient-Specific Computational Hemodynamics of Intracranial Aneurysms from 3D Rotational Angiography and CT Angiography: An In Vivo Reproducibility Study

scientific article published on 23 December 2010
Joint retinal layer and fluid segmentation in OCT scans of eyes with severe macular edema using unsupervised representation and auto-context.

scientific article
Automated segmentation of cerebral vasculature with aneurysms in 3DRA and TOF-MRA using geodesic active regions: an evaluation study

article
Machine Learning to Analyze the Prognostic Value of Current Imaging Biomarkers in Neovascular Age-Related Macular Degeneration

scientific article published on 31 May 2017
Relationships of retinal structure and humphrey 24-2 visual field thresholds in patients with glaucoma

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

scientific article published in Nature Communications
Choroidal thickness maps from spectral domain and swept source optical coherence tomography: algorithmic versus ground truth annotation

scientific article published on 14 January 2016
Machine Learning of the Progression of Intermediate Age-Related Macular Degeneration Based on OCT Imaging.

scientific article
Toward integrated management of cerebral aneurysms.

scientific article published in June 2010
Automated landmarking and geometric characterization of the carotid siphon.

scientific article published on 8 February 2012
Automatic aneurysm neck detection using surface Voronoi diagrams.

scientific article published on 27 May 2011
Anatomical labeling of the Circle of Willis using maximum a posteriori probability estimation.

scientific article
Prediction of Individual Disease Conversion in Early AMD Using Artificial Intelligence

scientific article published on 01 July 2018
Multi-surface and multi-field co-segmentation of 3-D retinal optical coherence tomography.

scientific article
AngioLab--a software tool for morphological analysis and endovascular treatment planning of intracranial aneurysms.

scientific article published on 28 June 2012
Computational image analysis for prognosis determination in DME.

scientific article published on 19 April 2017
Unsupervised Identification of Disease Marker Candidates in Retinal OCT Imaging Data

article
3D modeling of coronary artery bifurcations from CTA and conventional coronary angiography

scientific article published in 2011
Impact of Drusen Volume on Quantitative Fundus Autofluorescence in Early and Intermediate Age-Related Macular Degeneration

scientific article published on 01 May 2019
Author Correction: Why rankings of biomedical image analysis competitions should be interpreted with care

scientific article published in Nature Communications
Anatomical labeling of the anterior circulation of the Circle of Willis using maximum a posteriori classification

scientific article published in 2011
Supervised learning and dimension reduction techniques for quantification of retinal fluid in optical coherence tomography images.

scientific article published on 21 April 2017
AngioLab: Integrated technology for patient-specific management of intracranial aneurysms

scientific article published in August 2010
Spatial Correspondence Between Intraretinal Fluid, Subretinal Fluid, and Pigment Epithelial Detachment in Neovascular Age-Related Macular Degeneration

scientific article published in August 2017
Impact of B-Scan Averaging on Spectralis Optical Coherence Tomography Image Quality before and after Cataract Surgery

scientific article
Neuroretinal atrophy following resolution of macular oedema in retinal vein occlusion

scientific article published on 06 March 2018
Unbiased identification of novel subclinical imaging biomarkers using unsupervised deep learning

scientific article published on 31 July 2020
RETOUCH: The Retinal OCT Fluid Detection and Segmentation Benchmark and Challenge

scientific article published on 26 February 2019
Exploiting Epistemic Uncertainty of Anatomy Segmentation for Anomaly Detection in Retinal OCT

scientific article published on 31 May 2019
REFUGE Challenge: A unified framework for evaluating automated methods for glaucoma assessment from fundus photographs

scientific article published on 08 October 2019
Reducing image variability across OCT devices with unsupervised unpaired learning for improved segmentation of retina

scientific article published on 20 December 2019
Evaluating the impact of vitreomacular adhesion on anti-VEGF therapy for retinal vein occlusion using machine learning

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

scientific article published on 27 March 2020
Correction: Developing and validating a multivariable prediction model which predicts progression of intermediate to late age-related macular degeneration—the PINNACLE trial protocol

scientific article published in 2022

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