Pairwise document similarity measure based on present term set. - Marzieh Oghbaie; Morteza Mohammadi Zanjireh (J. Big Data, 2018)

Advances and Challenges in Deep Lip Reading. - Marzieh Oghbaie; Arian Sabaghi; Kooshan Hashemifard; Mohammad Akbari (CoRR, 2021)

Deep Learning meets Liveness Detection: Recent Advancements and Challenges. - Arian Sabaghi; Marzieh Oghbaie; Kooshan Hashemifard; Mohammad Akbari (CoRR, 2021)

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 (OMIA@MICCAI, 2023)

Transformer-Based End-to-End Classification of Variable-Length Volumetric Data. - Marzieh Oghbaie; Teresa Araújo; Taha Emre; Ursula Schmidt-Erfurth; Hrvoje Bogunovic (MICCAI (6), 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)

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 (DIAMOND/MARIO@MICCAI, 2024)

VLFATRollout: Fully transformer-based classifier for retinal OCT volumes. - Marzieh Oghbaie; Teresa Araújo; Ursula Schmidt-Erfurth; Hrvoje Bogunovic (Comput. Medical Imaging Graph., 2024)

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 (ISBI, 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; et al. (CoRR, 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, 2025)

PiPViT: Patch-based Visual Interpretable Prototypes for Retinal Image Analysis. - Marzieh Oghbaie; Teresa Araújo; Hrvoje Bogunovic (CoRR, 2025)