Hrvoje Bogunović

Hrvoje Bogunović

Medizinische Universität Wien

H-index: 36

Europe-Austria

About Hrvoje Bogunović

Hrvoje Bogunović, With an exceptional h-index of 36 and a recent h-index of 32 (since 2020), a distinguished researcher at Medizinische Universität Wien, specializes in the field of Medical Image Analysis, Machine Learning, Data Science.

His recent articles reflect a diverse array of research interests and contributions to the field:

Analysing early changes of photoreceptor layer thickness following surgery in eyes with epiretinal membranes

Deep learning-based prediction of individual geographic atrophy progression from a single baseline OCT

3DTINC: Time-Equivariant Non-Contrastive Learning for Predicting Disease Progression from Longitudinal OCTs

Interactive deep learning-based retinal OCT layer segmentation refinement by regressing translation maps

Morph-SSL: Self-Supervision with Longitudinal Morphing for Forecasting AMD Progression from OCT Volumes

RRWNet: Recursive Refinement Network for Effective Retinal Artery/Vein Segmentation and Classification

Deep Multimodal Fusion of Data with Heterogeneous Dimensionality via Projective Networks

Spatiotemporal Representation Learning for Short and Long Medical Image Time Series

Hrvoje Bogunović Information

University

Position

Austria

Citations(all)

6089

Citations(since 2020)

4965

Cited By

2557

hIndex(all)

36

hIndex(since 2020)

32

i10Index(all)

87

i10Index(since 2020)

73

Email

University Profile Page

Medizinische Universität Wien

Google Scholar

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Hrvoje Bogunović Skills & Research Interests

Medical Image Analysis

Machine Learning

Data Science

Top articles of Hrvoje Bogunović

Title

Journal

Author(s)

Publication Date

Analysing early changes of photoreceptor layer thickness following surgery in eyes with epiretinal membranes

Eye

Marlene Hollaus

Michael Georgopoulos

Johannes Iby

Jonas Brugger

Oliver Leingang

...

2023/10/24

Deep learning-based prediction of individual geographic atrophy progression from a single baseline OCT

Ophthalmology Science

Julia Mai

Dmitrii Lachinov

Gregor S Reiter

Sophie Riedl

Christoph Grechenig

...

2024/1/17

3DTINC: Time-Equivariant Non-Contrastive Learning for Predicting Disease Progression from Longitudinal OCTs

arXiv preprint arXiv:2312.16980

Taha Emre

Arunava Chakravarty

Antoine Rivail

Dmitrii Lachinov

Oliver Leingang

...

2023/12/28

Interactive deep learning-based retinal OCT layer segmentation refinement by regressing translation maps

IEEE Access

Guilherme Aresta

Teresa Araújo

Botond Fazekas

Julia Mai

Ursula Schmidt-Erfurth

...

2024/3/18

Morph-SSL: Self-Supervision with Longitudinal Morphing for Forecasting AMD Progression from OCT Volumes

arXiv preprint arXiv:2304.08439

Arunava Chakravarty

Taha Emre

Oliver Leingang

Sophie Riedl

Julia Mai

...

2023/4/17

RRWNet: Recursive Refinement Network for Effective Retinal Artery/Vein Segmentation and Classification

arXiv preprint arXiv:2402.03166

José Morano

Guilherme Aresta

Hrvoje Bogunović

2024/2/5

Deep Multimodal Fusion of Data with Heterogeneous Dimensionality via Projective Networks

IEEE Journal of Biomedical and Health Informatics

José Morano

Guilherme Aresta

Christoph Grechenig

Ursula Schmidt-Erfurth

Hrvoje Bogunović

2024/1/11

Spatiotemporal Representation Learning for Short and Long Medical Image Time Series

arXiv preprint arXiv:2403.07513

Chengzhi Shen

Martin J Menten

Hrvoje Bogunović

Ursula Schmidt-Erfurth

Hendrik Scholl

...

2024/3/12

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

Virginia Mares

Marcio B Nehemy

Hrvoje Bogunovic

Sophie Frank

Gregor S Reiter

...

2024/4/8

Open fundus photograph dataset with pathologic myopia recognition and anatomical structure annotation

Scientific Data

Huihui Fang

Fei Li

Junde Wu

Huazhu Fu

Xu Sun

...

2024/1/20

macular degeneration: Pinnacle study report 2.

Ahmed M Hagag

Rebecca Kaye

Vy Hoang

Sophie Riedl

Philipp Anders

...

2024/3

Anomaly guided segmentation: Introducing semantic context for lesion segmentation in retinal OCT using weak context supervision from anomaly detection

Medical Image Analysis

Philipp Seeböck

José Ignacio Orlando

Martin Michl

Julia Mai

Ursula Schmidt Erfurth

...

2024/2/8

An automated comparative analysis of the exudative biomarkers in neovascular age-related macular degeneration, The RAP Study: Report 6

American Journal of Ophthalmology

Bilal Haj Najeeb

Bianca S Gerendas

Gabor G Deak

Oliver Leingang

Hrvoje Bogunovic

...

2024/2/29

A Systematic Prospective Comparison of Fluid Volume Evaluation across OCT Devices Used in Clinical Practice

Ophthalmology Science

Klaudia Kostolna

Gregor S Reiter

Sophie Frank

Leonard M Coulibaly

Philipp Fuchs

...

2024/5/1

Predicting the individual risk of AMD progression from retinal OCT with intra-subject temporal consistency

Arunava Chakravarty

Taha Emre

Dmitrii Lachinov

Antoine Rivail

Ursula Schmidt-Erfurth

...

2024/2/13

Self-supervised machine learning for individual prediction of conversion to neovascular AMD in PINNACLE study

Investigative Ophthalmology & Visual Science

Arunava Chakravarty

Taha Emre

Oliver Leingang

Sophie Riedl

Julia Mai

...

2023/6/1

AIROGS: artificial intelligence for robust glaucoma screening challenge

IEEE transactions on medical imaging

Coen De Vente

Koenraad A Vermeer

Nicolas Jaccard

He Wang

Hongyi Sun

...

2023/9/15

Developing and validating a multivariable prediction model which predicts progression of intermediate to late age-related macular degeneration—the PINNACLE trial protocol

Hisham Mohamed Mehanna

Syed Haider

Davy Carlos Rapozo

Sandra . von Zeidler

Kevin Harrington

...

2017/5/20

Personalized treatment supported by automated quantitative fluid analysis in active neovascular age-related macular degeneration (nAMD)—a phase III, prospective, multicentre …

Eye

Leonard M Coulibaly

Stefan Sacu

Philipp Fuchs

Hrvoje Bogunovic

Georg Faustmann

...

2023/5

Approved AI-based fluid monitoring to identify morphological and functional treatment outcomes in neovascular age-related macular degeneration in real-world routine (FRB!)

British Journal of Ophthalmology

Virginia Mares

Ursula Margarethe Schmidt-Erfurth

Oliver Leingang

Philipp Fuchs

Marcio B Nehemy

...

2023/9/29

See List of Professors in Hrvoje Bogunović University(Medizinische Universität Wien)

Co-Authors

H-index: 84
Milan Sonka

Milan Sonka

University of Iowa

H-index: 47
Georg Langs

Georg Langs

Medizinische Universität Wien

H-index: 40
Mona K. Garvin (maiden name Haeker)

Mona K. Garvin (maiden name Haeker)

University of Iowa

H-index: 37
Oscar Camara

Oscar Camara

Universidad Pompeu Fabra

H-index: 36
Sebastian M. Waldstein

Sebastian M. Waldstein

Medizinische Universität Wien

H-index: 36
Xiaodong Wu

Xiaodong Wu

University of Iowa

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