Marzieh Oghbaie

According to our database, Marzieh Oghbaie authored at least 12 papers between 2018 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

PiPViT: Patch-based Visual Interpretable Prototypes for Retinal Image Analysis.

Marzieh Oghbaie, Teresa Araújo, Hrvoje Bogunovic

CoRR, June, 2025

MIRAGE: Multimodal foundation model and benchmark for comprehensive retinal OCT image analysis.

José Morano, Botond Fazekas, Emese Sükei, Ronald Fecso, Taha Emre, Markus Gumpinger, Georg Faustmann, Marzieh Oghbaie, Ursula Schmidt-Erfurth, Hrvoje Bogunovic

CoRR, June, 2025

Deep Learning for Retinal Degeneration Assessment: A Comprehensive Analysis of the MARIO AMD Progression Challenge.

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

CoRR, June, 2025

Advancing OCT-Based Retinal Disease Classification with XLSTM: A Framework for Variable-Length Volume Processing.

Emese Sükei, Marzieh Oghbaie, Ursula Schmidt-Erfurth, Günter Klambauer, Hrvoje Bogunovic

Proceedings of the 22nd IEEE International Symposium on Biomedical Imaging, 2025

2024

VLFATRollout: Fully transformer-based classifier for retinal OCT volumes.

Marzieh Oghbaie, Teresa Araújo, Ursula Schmidt-Erfurth, Hrvoje Bogunovic

Comput. Medical Imaging Graph., 2024

Automatic Detection and Prediction of nAMD Activity Change in Retinal OCT Using Siamese Networks and Wasserstein Distance for Ordinality.

Taha Emre, Teresa Araújo, Marzieh Oghbaie, Dmitrii A. Lachinov, Guilherme Aresta, Hrvoje Bogunovic

Proceedings of the Image-Based Prediction of Retinal Disease Progression, 2024

2023

Pretrained Deep 2.5D Models for Efficient Predictive Modeling from Retinal OCT.

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

CoRR, 2023

Transformer-Based End-to-End Classification of Variable-Length Volumetric Data.

Marzieh Oghbaie, Teresa Araújo, Taha Emre, Ursula Schmidt-Erfurth, Hrvoje Bogunovic

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Pretrained Deep 2.5D Models for Efficient Predictive Modeling from Retinal OCT: A PINNACLE Study Report.

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

Proceedings of the Ophthalmic Medical Image Analysis - 10th International Workshop, 2023

2021

Deep Learning meets Liveness Detection: Recent Advancements and Challenges.

Arian Sabaghi, Marzieh Oghbaie, Kooshan Hashemifard, Mohammad Akbari

CoRR, 2021

Advances and Challenges in Deep Lip Reading.

Marzieh Oghbaie, Arian Sabaghi, Kooshan Hashemifard, Mohammad Akbari

CoRR, 2021

2018

Pairwise document similarity measure based on present term set.

Marzieh Oghbaie, Morteza Mohammadi Zanjireh

J. Big Data, 2018