Marzieh Oghbaie

17 papers Journal 13Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
PiPViT: Patch-based Visual Interpretable Prototypes for retinal image analysis.
Biomed. Signal Process. Control.
Marzieh Oghbaie, Teresa Araújo, Gregor S. Reiter, Hrvoje Bogunovic
2025 — conf
Advancing OCT-Based Retinal Disease Classification with XLSTM: A Framework for Variable-Length Volume Processing.
ISBI
Emese Sükei, Marzieh Oghbaie, Ursula Schmidt-Erfurth, Günter Klambauer, Hrvoje Bogunovic
2025 J jnl
Automatic detection and prediction of nAMD activity change in retinal OCT using Siamese networks and Wasserstein Distance for ordinality.
CoRR
Taha Emre, Teresa Araújo, Marzieh Oghbaie, Dmitry A. Lachinov, Guilherme Aresta, Hrvoje Bogunovic
2025 J jnl
Deep Learning for Retinal Degeneration Assessment: A Comprehensive Analysis of the MARIO AMD Progression Challenge.
CoRR
Rachid Zeghlache, Ikram Brahim, Pierre-Henri Conze, Mathieu Lamard, Mohammed El Amine Lazouni, Elaouaber Zineb Aziza, Leila Ryma Lazouni, Christopher Nielsen, Ahmad O. Ahsan, Matthias Wilms, Nils D. Forkert, Lovre Antonio Budimir, Ivana Zadro Matovinovic, Donik Vrsnak, Sven Loncaric, Philippe Zhang, Weili Jiang, Yihao Li, Yiding Hao, Markus Frohmann, Patrick Binder, Marcel Huber, Taha Emre, Teresa Araújo, Marzieh Oghbaie, Hrvoje Bogunovic, Amerens A. Bekkers, Nina M. van Liebergen, Hugo J. Kuijf, Abdul Qayyum, Moona Mazher, Steven A. Niederer, Alberto J. Beltrán-Carrero, Juan J. Gómez-Valverde, Javier Torresano-Rodríguez, Álvaro Caballero-Sastre, María J. Ledesma-Carbayo, Yosuke Yamagishi, Yi Ding, Robin Peretzke, Alexandra Ertl, Maximilian Fischer, Jessica Kächele, Sofiane Zehar, Karim Boukli Hacene, Thomas Monfort, Béatrice Cochener, Mostafa El Habib Daho, Anas-Alexis Benyoussef, Gwenolé Quellec
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
PiPViT: Patch-based Visual Interpretable Prototypes for Retinal Image Analysis.
CoRR
Marzieh Oghbaie, Teresa Araújo, Hrvoje Bogunovic
2025 J jnl
When deep learning deciphers silent video: a survey on automatic deep lip reading.
Multim. Tools Appl.
Marzieh Oghbaie, Arian Sabaghi, Kooshan Hashemifard, Mohammad Akbari
2024 — conf
Automatic Detection and Prediction of nAMD Activity Change in Retinal OCT Using Siamese Networks and Wasserstein Distance for Ordinality.
DIAMOND/MARIO@MICCAI
Taha Emre, Teresa Araújo, Marzieh Oghbaie, Dmitrii A. Lachinov, Guilherme Aresta, Hrvoje Bogunovic
2024 J jnl
VLFATRollout: Fully transformer-based classifier for retinal OCT volumes.
Comput. Medical Imaging Graph.
Marzieh Oghbaie, Teresa Araújo, Ursula Schmidt-Erfurth, Hrvoje Bogunovic
2023 J jnl
Pretrained Deep 2.5D Models for Efficient Predictive Modeling from Retinal OCT.
CoRR
Taha Emre, Marzieh Oghbaie, Arunava Chakravarty, Antoine Rivail, Sophie Riedl, Julia Mai, Hendrik P. N. Scholl, Sobha Sivaprasad, Daniel Rueckert, Andrew J. Lotery, Ursula Schmidt-Erfurth, Hrvoje Bogunovic
2023 — conf
Pretrained Deep 2.5D Models for Efficient Predictive Modeling from Retinal OCT: A PINNACLE Study Report.
OMIA@MICCAI
Taha Emre, Marzieh Oghbaie, Arunava Chakravarty, Antoine Rivail, Sophie Riedl, Julia Mai, Hendrik P. N. Scholl, Sobha Sivaprasad, Daniel Rueckert, Andrew J. Lotery, Ursula Schmidt-Erfurth, Hrvoje Bogunovic
2023 — conf
Transformer-Based End-to-End Classification of Variable-Length Volumetric Data.
MICCAI (6)
Marzieh Oghbaie, Teresa Araújo, Taha Emre, Ursula Schmidt-Erfurth, Hrvoje Bogunovic
2023 J jnl
Transformer-based end-to-end classification of variable-length volumetric data.
CoRR
Marzieh Oghbaie, Teresa Araujo, Taha Emre, Ursula Schmidt-Erfurth, Hrvoje Bogunovic
2021 J jnl
Advances and Challenges in Deep Lip Reading.
CoRR
Marzieh Oghbaie, Arian Sabaghi, Kooshan Hashemifard, Mohammad Akbari
2021 J jnl
Deep Learning meets Liveness Detection: Recent Advancements and Challenges.
CoRR
Arian Sabaghi, Marzieh Oghbaie, Kooshan Hashemifard, Mohammad Akbari
2018 J jnl
Pairwise document similarity measure based on present term set.
J. Big Data
Marzieh Oghbaie, Morteza Mohammadi Zanjireh