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ORCIDMarzieh Oghbaie
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2020 – today
- 2025
[j4]Marzieh Oghbaie
, Arian Sabaghi, Kooshan Hashemifard, Mohammad Akbari:
When deep learning deciphers silent video: a survey on automatic deep lip reading. Multim. Tools Appl. 84(32): 40363-40405 (2025)- [j3]José Morano, Botond Fazekas, Emese Sükei, Ronald Fecso, Taha Emre, Markus Gumpinger, Georg Faustmann, Marzieh Oghbaie, Ursula Schmidt-Erfurth, Hrvoje Bogunovic:
Multimodal foundation model and benchmark for comprehensive retinal OCT image analysis. npj Digit. Medicine 8(1) (2025) - [c4]Emese Sükei, Marzieh Oghbaie, Ursula Schmidt-Erfurth, Günter Klambauer, Hrvoje Bogunovic:
Advancing OCT-Based Retinal Disease Classification with XLSTM: A Framework for Variable-Length Volume Processing. ISBI 2025: 1-5 - [i8]Taha Emre, Teresa Araújo, Marzieh Oghbaie, Dmitry A. Lachinov, Guilherme Aresta, Hrvoje Bogunovic:
Automatic detection and prediction of nAMD activity change in retinal OCT using Siamese networks and Wasserstein Distance for ordinality. CoRR abs/2501.14323 (2025) - [i7]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:
Deep Learning for Retinal Degeneration Assessment: A Comprehensive Analysis of the MARIO AMD Progression Challenge. CoRR abs/2506.02976 (2025) - [i6]José Morano, Botond Fazekas, Emese Sükei, Ronald Fecso, Taha Emre, Markus Gumpinger, Georg Faustmann, Marzieh Oghbaie, Ursula Schmidt-Erfurth, Hrvoje Bogunovic:
MIRAGE: Multimodal foundation model and benchmark for comprehensive retinal OCT image analysis. CoRR abs/2506.08900 (2025) - [i5]Marzieh Oghbaie, Teresa Araújo, Hrvoje Bogunovic:
PiPViT: Patch-based Visual Interpretable Prototypes for Retinal Image Analysis. CoRR abs/2506.10669 (2025) - 2024
- [j2]Marzieh Oghbaie, Teresa Araújo, Ursula Schmidt-Erfurth, Hrvoje Bogunovic:
VLFATRollout: Fully transformer-based classifier for retinal OCT volumes. Comput. Medical Imaging Graph. 118: 102452 (2024) - [c3]Taha Emre, Teresa Araújo, Marzieh Oghbaie, Dmitrii A. Lachinov, Guilherme Aresta, Hrvoje Bogunovic:
Automatic Detection and Prediction of nAMD Activity Change in Retinal OCT Using Siamese Networks and Wasserstein Distance for Ordinality. DIAMOND/MARIO@MICCAI 2024: 106-117 - 2023
- [c2]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:
Pretrained Deep 2.5D Models for Efficient Predictive Modeling from Retinal OCT: A PINNACLE Study Report. OMIA@MICCAI 2023: 132-141 - [c1]Marzieh Oghbaie, Teresa Araújo, Taha Emre, Ursula Schmidt-Erfurth, Hrvoje Bogunovic:
Transformer-Based End-to-End Classification of Variable-Length Volumetric Data. MICCAI (6) 2023: 358-367 - [i4]Marzieh Oghbaie, Teresa Araujo, Taha Emre, Ursula Schmidt-Erfurth, Hrvoje Bogunovic:
Transformer-based end-to-end classification of variable-length volumetric data. CoRR abs/2307.06666 (2023) - [i3]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:
Pretrained Deep 2.5D Models for Efficient Predictive Modeling from Retinal OCT. CoRR abs/2307.13865 (2023) - 2021
- [i2]Marzieh Oghbaie, Arian Sabaghi, Kooshan Hashemifard, Mohammad Akbari:
Advances and Challenges in Deep Lip Reading. CoRR abs/2110.07879 (2021) - [i1]Arian Sabaghi, Marzieh Oghbaie, Kooshan Hashemifard, Mohammad Akbari:
Deep Learning meets Liveness Detection: Recent Advancements and Challenges. CoRR abs/2112.14796 (2021)
2010 – 2019
- 2018
- [j1]Marzieh Oghbaie, Morteza Mohammadi Zanjireh:
Pairwise document similarity measure based on present term set. J. Big Data 5: 52 (2018)
Coauthor Index
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