Ap.Prof. Dr. Hrvoje Bogunović
Department of Ophthalmology and Optometry
Position: Associate Professor
ORCID: 0000-0002-9168-0894
hrvoje.bogunovic@meduniwien.ac.at
Keywords
Artificial Intelligence; Image Interpretation, Computer-Assisted; Image Processing, Computer-Assisted; Optical Imaging; Retina
Research group(s)
- Christian Doppler Laboratory for Ophthalmic Image Analysis (OPTIMA)
Research Area: Since 2013 the interdisciplinary OPTIMA group is pioneering in the introduction of artificial intelligence into ophthalmology.
Members:
Research interests
My main general research interests are in medical image computing and machine learning with applications in healthcare.
I am particularly interested in developing machine learning methodologies for predicting disease progression and in knowledge discovery from large clinical longitudinal imaging datasets.
Selected publications
- Schmidt-Erfurth, U. et al., 2018. Prediction of Individual Disease Conversion in Early AMD Using Artificial Intelligence. Investigative Opthalmology & Visual Science, 59(8), p.3199. Available at: http://dx.doi.org/10.1167/iovs.18-24106.
- Bogunovic, H. et al., 2017. Prediction of Anti-VEGF Treatment Requirements in Neovascular AMD Using a Machine Learning Approach. Investigative Opthalmology & Visual Science, 58(7), p.3240. Available at: http://dx.doi.org/10.1167/iovs.16-21053.
- Bogunovic, H. et al., 2017. Machine Learning of the Progression of Intermediate Age-Related Macular Degeneration Based on OCT Imaging. Investigative Opthalmology & Visual Science, 58(6), p.BIO141. Available at: http://dx.doi.org/10.1167/iovs.17-21789.
- Bogunovi , H. et al., 2014. Relationships of Retinal Structure and Humphrey 24-2 Visual Field Thresholds in Patients With Glaucoma. Investigative Ophthalmology & Visual Science, 56(1), pp.259-271. Available at: http://dx.doi.org/10.1167/iovs.14-15885.
- Montuoro, A. et al., 2017. Joint retinal layer and fluid segmentation in OCT scans of eyes with severe macular edema using unsupervised representation and auto-context. Biomedical Optics Express, 8(3), p.1874. Available at: http://dx.doi.org/10.1364/BOE.8.001874.