Botond Fazekas

17 papers Journal 12Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
SD-RetinaNet: Topologically Constrained Semi-Supervised Retinal Lesion and Layer Segmentation in OCT.
IEEE Trans. Medical Imaging
Botond Fazekas, Guilherme Aresta, Philipp Seeböck, Julia Mai, Ursula Schmidt-Erfurth, Hrvoje Bogunovic
2025 — conf
GARD: Gamma-Based Anatomical Restoration and Denoising for Retinal OCT.
OMIA@MICCAI
Botond Fazekas, Thomas Pinetz, Guilherme Aresta, Taha Emre, Hrvoje Bogunovic
2025 J jnl
GARD: Gamma-based Anatomical Restoration and Denoising for Retinal OCT.
CoRR
Botond Fazekas, Thomas Pinetz, Guilherme Aresta, Taha Emre, Hrvoje Bogunovic
2025 J jnl
MIRAGE: Multimodal foundation model and benchmark for comprehensive retinal OCT image analysis.
CoRR
José Morano, Botond Fazekas, Emese Sükei, Ronald Fecso, Taha Emre, Markus Gumpinger, Georg Faustmann, Marzieh Oghbaie, Ursula Schmidt-Erfurth, Hrvoje Bogunovic
2025 J jnl
Multimodal foundation model and benchmark for comprehensive retinal OCT image analysis.
npj Digit. Medicine
José Morano, Botond Fazekas, Emese Sükei, Ronald Fecso, Taha Emre, Markus Gumpinger, Georg Faustmann, Marzieh Oghbaie, Ursula Schmidt-Erfurth, Hrvoje Bogunovic
2025 J jnl
SD-LayerNet: Robust and label-efficient retinal layer segmentation via anatomical priors.
Comput. Methods Programs Biomed.
Botond Fazekas, Guilherme Aresta, Dmitry A. Lachinov, Sophie Riedl, Julia Mai, Ursula Schmidt-Erfurth, Hrvoje Bogunovic
2025 J jnl
SD-RetinaNet: Topologically Constrained Semi-Supervised Retinal Lesion and Layer Segmentation in OCT.
CoRR
Botond Fazekas, Guilherme Aresta, Philipp Seeböck, Julia Mai, Ursula Schmidt-Erfurth, Hrvoje Bogunovic
2024 — conf
Comparative Analysis of Data Augmentation for Retinal OCT Biomarker Segmentation.
OMIA@MICCAI
Markus Unterdechler, Botond Fazekas, Guilherme Aresta, Hrvoje Bogunovic
2024 J jnl
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, Hrvoje Bogunovic
2023 — conf
Adapting Segment Anything Model (SAM) for Retinal OCT.
OMIA@MICCAI
Botond Fazekas, José Morano, Dmitry A. Lachinov, Guilherme Aresta, Hrvoje Bogunovic
2023 J jnl
SAMedOCT: Adapting Segment Anything Model (SAM) for Retinal OCT.
CoRR
Botond Fazekas, José Morano, Dmitrii A. Lachinov, Guilherme Aresta, Hrvoje Bogunovic
2023 J jnl
Segmentation of Bruch's Membrane in Retinal OCT With AMD Using Anatomical Priors and Uncertainty Quantification.
IEEE J. Biomed. Health Informatics
Botond Fazekas, Dmitry A. Lachinov, Guilherme Aresta, Julia Mai, Ursula Schmidt-Erfurth, Hrvoje Bogunovic
2022 — conf
SD-LayerNet: Semi-supervised Retinal Layer Segmentation in OCT Using Disentangled Representation with Anatomical Priors.
MICCAI (8)
Botond Fazekas, Guilherme Aresta, Dmitry A. Lachinov, Sophie Riedl, Julia Mai, Ursula Schmidt-Erfurth, Hrvoje Bogunovic
2022 J jnl
SD-LayerNet: Semi-supervised retinal layer segmentation in OCT using disentangled representation with anatomical priors.
CoRR
Botond Fazekas, Guilherme Aresta, Dmitrii A. Lachinov, Sophie Riedl, Julia Mai, Ursula Schmidt-Erfurth, Hrvoje Bogunovic
2022 J jnl
Segmentation of Bruch's Membrane in retinal OCT with AMD using anatomical priors and uncertainty quantification.
CoRR
Botond Fazekas, Dmitrii A. Lachinov, Guilherme Aresta, Julia Mai, Ursula Schmidt-Erfurth, Hrvoje Bogunovic
2018 J jnl
A Multi-modal Deep Neural Network approach to Bird-song identification.
CoRR
Botond Fazekas, Alexander Schindler, Thomas Lidy, Andreas Rauber
2017 — conf
A Multi-modal Deep Neural Network approach to Bird-song Identication.
CLEF (Working Notes)
Botond Fazekas, Alexander Schindler, Thomas Lidy